Relation_Extraction

2022-12-05 Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation Zhongju Yuan, Zhenkun Wang, Genghui Li arXiv_AI arXiv_AI Represenation_Learning Adversarial Pose Action Relation Few-Shot Relation_Extraction PDF
2022-12-03 Named Entity and Relation Extraction with Multi-Modal Retrieval Xinyu Wang, Jiong Cai, Yong Jiang, Pengjun Xie, Kewei Tu, Wei Lu arXiv_CL arXiv_CL Recognition Knowledge Pose Action Relation Relation_Extraction Caption Prediction PDF
2022-12-01 Focus! Relevant and Sufficient Context Selection for News Image Captioning Mingyang Zhou, Grace Luo, Anna Rohrbach, Zhou Yu arXiv_CV arXiv_CV Image_Caption Pose Action Relation Relation_Extraction Caption PDF
2022-12-01 CliMedBERT: A Pre-trained Language Model for Climate and Health-related Text B. Jalalzadeh Fard, S. A. Hasan, J. E. Bell arXiv_CL arXiv_CL Bert Knowledge Pose Action Relation Relation_Extraction Text_Generation Language_Model PDF
2022-11-30 Open Relation and Event Type Discovery with Type Abstraction Sha Li, Heng Ji, Jiawei Han arXiv_CL arXiv_CL Action Relation Relation_Extraction PDF
2022-11-28 Joint Multimodal Entity-Relation Extraction Based on Edge-enhanced Graph Alignment Network and Word-pair Relation Tagging Li Yuan, Yi Cai, Jin Wang, Qing Li arXiv_AI arXiv_AI Recognition Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2022-11-26 Towards Better Document-level Relation Extraction via Iterative Inference Liang Zhang, Jinsong Su, Yidong Chen, Zhongjian Miao, Zijun Min, Qingguo Hu, Xiaodong Shi arXiv_CL arXiv_CL Pose Contrastive_Learning Action Relation Relation_Extraction Attention Inference Prediction PDF
2022-11-25 Learning with Silver Standard Data for Zero-shot Relation Extraction Tianyin Wang, Jianwei Wang, Ziqian Zeng arXiv_CL arXiv_CL Zero-Shot Pose Action Detection Relation Relation_Extraction Inference PDF
2022-11-18 A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach Yew Ken Chia, Lidong Bing, Sharifah Mahani Aljunied, Luo Si, Soujanya Poria arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2022-11-14 On Analyzing the Role of Image for Visual-enhanced Relation Extraction Lei Li, Xiang Chen, Shuofei Qiao, Feiyu Xiong, Huajun Chen, Ningyu Zhang arXiv_AI arXiv_AI Transformer Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2022-11-14 MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou arXiv_CL arXiv_CL Action Relation Relation_Extraction PDF
2022-11-11 Unimodal and Multimodal Representation Training for Relation Extraction Ciaran Cooney, Rachel Heyburn, Liam Maddigan, Mairead O'Cuinn, Chloe Thompson, Joana Cavadas arXiv_CL arXiv_CL Action Relation Relation_Extraction PDF
2022-11-11 Towards automating Numerical Consistency Checks in Financial Reports Lars Hillebrand, Tobias Deußer, Tim Dilmaghani, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa arXiv_CL arXiv_CL Bert Action Classification Relation Relation_Extraction Matching PDF
2022-11-11 Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction Xuming Hu, Shiao Meng, Chenwei Zhang, Xiangli Yang, Lijie Wen, Irwin King, Philip S. Yu arXiv_CL arXiv_CL Unsupervised Gradient_Descent Recognition Reinforcement_Learning Optimization Regularization Knowledge Action Relation Few-Shot Relation_Extraction PDF
2022-11-11 CCPrompt: Counterfactual Contrastive Prompt-Tuning for Many-Class Classification Yang Li, Canran Xu, Tao Shen, Jing Jiang, Guodong Long arXiv_CL arXiv_CL Represenation_Learning Knowledge Pose Action Classification Relation Few-Shot Relation_Extraction Text_Generation PDF
2022-11-10 Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling Zhichao Duan, Xiuxing Li, Zhenyu Li, Zhuo Wang, Jianyong Wang arXiv_CL arXiv_CL OCR Pose Action Relation Relation_Extraction PDF
2022-11-08 Active Relation Discovery: Towards General and Label-aware Open Relation Extraction Yangning Li, Yinghui Li, Xi Chen, Hai-Tao Zheng, Ying Shen, Hong-Gee Kim arXiv_AI arXiv_AI Pose Action Detection Relation Relation_Extraction PDF
2022-11-07 Fixing Model Bugs with Natural Language Patches Shikhar Murty, Christopher D. Manning, Scott Lundberg, Marco Tulio Ribeiro arXiv_CL arXiv_CL Review Action Relation Sentiment Relation_Extraction PDF
2022-11-05 BEKG: A Built Environment Knowledge Graph Xiaojun Yang, Haoyu Zhong, Penglin Du, Keyi Zhou, Xingjin Lai, Zhengdong Wang, Yik Lun Lau, Yangqiu Song, Liyaning Tang arXiv_CL arXiv_CL Recognition Bert Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2022-11-05 Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training Homgmin Cai, Wenxiong Liao, Zhengliang Liu, Xiaoke Huang, Yiyang Zhang, Siqi Ding, Sheng Li, Quanzheng Li, Tianming Liu, Xiang Li arXiv_AI arXiv_AI Recognition Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction Medical PDF
2022-11-03 Query-based Instance Discrimination Network for Relational Triple Extraction Zeqi Tan, Yongliang Shen, Xuming Hu, Wenqi Zhang, Xiaoxia Cheng, Weiming Lu, Yueting Zhuang arXiv_CL arXiv_CL Embedding Pose Contrastive_Learning Action Relation Relation_Extraction PDF
2022-11-02 Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction Qin Dai, Benjamin Heinzerling, Kentaro Inui arXiv_CL arXiv_CL Knowledge Knowledge_Graph Action Relation Relation_Extraction Attention PDF
2022-10-29 Entity-centered Cross-document Relation Extraction Fengqi Wang, Fei Li, Hao Fei, Jingye Li, Shengqiong Wu, Fangfang Su, Wenxuan Shi, Donghong Ji, Bo Cai arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Attention PDF
2022-10-28 DORE: Document Ordered Relation Extraction based on Generative Framework Qipeng Guo, Yuqing Yang, Hang Yan, Xipeng Qiu, Zheng Zhang arXiv_CL arXiv_CL OCR Pose Action Relation Relation_Extraction Language_Model PDF
2022-10-26 Autoregressive Structured Prediction with Language Models Tianyu Liu, Yuchen Jiang, Nicholas Monath, Ryan Cotterell, Mrinmaya Sachan arXiv_CL arXiv_CL Recognition Action Relation Relation_Extraction Language_Model Prediction PDF
2022-10-26 ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select Yuchen Zhuang, Yinghao Li, Jerry Junyang Cheung, Yue Yu, Yingjun Mou, Xiang Chen, Le Song, Chao Zhang arXiv_CL arXiv_CL Knowledge Pose Action Relation Relation_Extraction PDF
2022-10-25 Better Few-Shot Relation Extraction with Label Prompt Dropout Peiyuan Zhang, Wei Lu arXiv_CL arXiv_CL Action Relation Few-Shot Relation_Extraction Prediction PDF
2022-10-24 Augmenting Task-Oriented Dialogue Systems with Relation Extraction Andrew Lee, Zhenguo Chen, Kevin Leach, Jonathan K. Kummerfeld arXiv_CL arXiv_CL Pose Action Classification Relation Relation_Extraction PDF
2022-10-24 Full-Text Argumentation Mining on Scientific Publications Arne Binder, Bhuvanesh Verma, Leonhard Hennig arXiv_CL arXiv_CL Recognition Knowledge Pose Action Detection Relation Relation_Extraction Attention Language_Model PDF
2022-10-23 Span-based joint entity and relation extraction augmented with sequence tagging mechanism Bin Ji, Shasha Li, Hao Xu, Jie Yu, Jun Ma, Huijun Liu, Jing Yang arXiv_CL arXiv_CL Recognition Pose Action Classification Relation Relation_Extraction Attention PDF
2022-10-21 Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction Zhen Wan, Qianying Liu, Zhuoyuan Mao, Fei Cheng, Sadao Kurohashi, Jiwei Li arXiv_CL arXiv_CL Enhancement Pose Action Relation Relation_Extraction Language_Model PDF
2022-10-21 Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem Wenqi Zhang, Yongliang Shen, Yanna Ma, Xiaoxia Cheng, Zeqi Tan, Qingpeng Nong, Weiming Lu arXiv_AI arXiv_AI Pose Contrastive_Learning Action Relation Relation_Extraction PDF
2022-10-19 Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study Xin Xu, Xiang Chen, Ningyu Zhang, Xin Xie, Xi Chen, Huajun Chen arXiv_CL arXiv_CL Pose Action Relation Few-Shot Relation_Extraction Language_Model PDF
2022-10-19 CEntRE: A paragraph-level Chinese dataset for Relation Extraction among Enterprises Peipei Liu, Hong Li, Zhiyu Wang, Yimo Ren, Jie Liu, Fei Lyu, Hongsong Zhu, Limin Sun arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Attention PDF
2022-10-19 BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining Renqian Luo, Liai Sun, Yingce Xia, Tao Qin, Sheng Zhang, Hoifung Poon, Tie-Yan Liu arXiv_AI arXiv_AI Transformer Bert Pose Action Relation Relation_Extraction Attention Text_Generation Medical Language_Model QA PDF
2022-10-17 CrossRE: A Cross-Domain Dataset for Relation Extraction Elisa Bassignana, Barbara Plank arXiv_CL arXiv_CL Pose Action Classification Relation Relation_Extraction Attention PDF
2022-10-17 KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents Tobias Deußer, Syed Musharraf Ali, Lars Hillebrand, Desiana Nurchalifah, Basil Jacob, Christian Bauckhage, Rafet Sifa arXiv_CL arXiv_CL Recognition Pose Action Relation Relation_Extraction PDF
2022-10-17 Towards Relation Extraction From Speech Tongtong Wu, Guitao Wang, Jinming Zhao, Zhaoran Liu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari arXiv_CL arXiv_CL Recognition Speech Pose Action Relation Relation_Extraction Speech_Recognition PDF
2022-10-17 A Unified Positive-Unlabeled Learning Framework for Document-Level Relation Extraction with Different Levels of Labeling Ye Wang, Xinxin Liu, Wenxin Hu, Tao Zhang arXiv_AI arXiv_AI Pose Action Relation Relation_Extraction PDF
2022-10-15 A Novel Few-Shot Relation Extraction Pipeline Based on Adaptive Prototype Fusion Yuzhe Zhang, Min Cen, Tongzhou Wu, Hong Zhang arXiv_CL arXiv_CL Embedding Pose Action Relation Few-Shot Relation_Extraction PDF
2022-10-14 Confidence estimation of classification based on the distribution of the neural network output layer Abdel Aziz Taha, Leonhard Hennig, Petr Knoth arXiv_CL arXiv_CL Recognition Knowledge Pose Action Classification Relation Relation_Extraction Image_Classification Prediction PDF
2022-10-12 Iterative Document-level Information Extraction via Imitation Learning Yunmo Chen, William Gantt, Weiwei Gu, Tongfei Chen, Aaron Steven White, Benjamin Van Durme arXiv_CL arXiv_CL Action Relation Relation_Extraction PDF
2022-10-12 Developing a general-purpose clinical language inference model from a large corpus of clinical notes Madhumita Sushil, Dana Ludwig, Atul J. Butte, Vivek A. Rudrapatna arXiv_CL arXiv_CL Transformer Recognition Bert Pose Action Relation Relation_Extraction Medical Inference Language_Model PDF
2022-10-11 PP-StructureV2: A Stronger Document Analysis System Chenxia Li, Ruoyu Guo, Jun Zhou, Mengtao An, Yuning Du, Lingfeng Zhu, Yi Liu, Xiaoguang Hu, Dianhai Yu arXiv_CV arXiv_CV Recognition OCR Restoration Knowledge Pose Action Detection Relation Object_Detection Relation_Extraction Inference PDF
2022-10-10 Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction Haoyu Wang, Hongming Zhang, Yuqian Deng, Jacob R. Gardner, Muhao Chen, Dan Roth arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Prediction PDF
2022-10-10 Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation Peiyi Wang, Yifan Song, Tianyu Liu, Binghuai Lin, Yunbo Cao, Sujian Li, Zhifang Sui arXiv_CL arXiv_CL Adversarial Action Relation Relation_Extraction PDF
2022-10-08 ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction Ji Qi, Bin Xu, Kaisheng Zeng, Jinxin Liu, Jifan Yu, Qi Gao, Juanzi Li, Lei Hou arXiv_CL arXiv_CL OCR Knowledge Pose Face Action Relation Relation_Extraction CNN Inference PDF
2022-09-29 TERMinator: A system for scientific texts processing Elena Bruches, Olga Tikhobaeva, Yana Dementyeva, Tatiana Batura arXiv_CL arXiv_CL Recognition Action Relation Relation_Extraction Language_Model PDF
2022-09-27 A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective Chaoqi Chen, Yushuang Wu, Qiyuan Dai, Hong-Yu Zhou, Mutian Xu, Sibei Yang, Xiaoguang Han, Yizhou Yu arXiv_AI arXiv_AI Transformer Point_Cloud 3D Represenation_Learning Review Survey Action Detection Relation Object_Detection Relation_Extraction Medical Recommendation PDF
2022-09-24 Developing a Knowledge Graph Framework for Pharmacokinetic Natural Product-Drug Interactions Sanya B. Taneja, Tiffany J. Callahan, Mary F. Paine, Sandra L. Kane-Gill, Halil Kilicoglu, Marcin P. Joachimiak, Richard D. Boyce arXiv_AI arXiv_AI Knowledge Knowledge_Graph Action Relation Relation_Extraction Medical PDF
2022-09-20 Generalizing through Forgetting -- Domain Generalization for Symptom Event Extraction in Clinical Notes Sitong Zhou, Kevin Lybarger, Meliha Yetisgen Mari Ostendorf arXiv_CL arXiv_CL Transformer Pose Action Relation Relation_Extraction Language_Model PDF
2022-09-15 Automatic Error Analysis for Document-level Information Extraction Aliva Das, Xinya Du, Barry Wang, Kejian Shi, Jiayuan Gu, Thomas Porter, Claire Cardie arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction PDF
2022-09-03 STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction Junjie Yu, Xing Wang, Jiangjiang Zhao, Chunjie Yang, Wenliang Chen arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction PDF
2022-09-01 Multi-Scale Contrastive Co-Training for Event Temporal Relation Extraction Hao-Ren Yao, Luke Breitfeller, Aakanksha Naik, Chunxiao Zhou, Carolyn Rose arXiv_AI arXiv_AI Transformer Embedding Reinforcement_Learning Bert Contrastive_Learning Action Relation Relation_Extraction Language_Model Prediction PDF
2022-09-01 KoCHET: a Korean Cultural Heritage corpus for Entity-related Tasks Gyeongmin Kim, Jinsung Kim, Junyoung Son, Heuiseok Lim arXiv_AI arXiv_AI Recognition Pose Action Relation Relation_Extraction GAN PDF
2022-09-01 Less is More: Rethinking State-of-the-art Continual Relation Extraction Models with a Frustratingly Easy but Effective Approach Peiyi Wang, Yifan Song, Tianyu Liu, Rundong Gao, Binghuai Lin, Yunbo Cao, Zhifang Sui arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction PDF
2022-08-29 Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest Yifan Jin, Jiangmeng Li, Zheng Lian, Chengbo Jiao, Xiaohui Hu arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Medical CNN PDF
2022-08-26 GRASP: Guiding model with RelAtional Semantics using Prompt Junyoung Son, Jinsung Kim, Jungwoo Lim, Heuiseok Lim arXiv_AI arXiv_AI Knowledge Pose Action Detection Relation Relation_Extraction Language_Model PDF
2022-08-20 Representing Knowledge by Spans: A Knowledge-Enhanced Model for Information Extraction Jiacheng Li, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Andrew Bartko, Julian McAuley, Chun-Nan Hsu arXiv_AI arXiv_AI Transformer Embedding Unsupervised Bert Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction Language_Model PDF
2022-08-18 A Two-Phase Paradigm for Joint Entity-Relation Extraction Bin Ji, Hao Xu, Jie Yu, Shasha Li, Jun Ma, Yuke Ji, Huijun Liu arXiv_CL arXiv_CL Pose Action Quantitative Relation Relation_Extraction PDF
2022-08-17 A Sequence Tagging based Framework for Few-Shot Relation Extraction Xukun Luo, Ping Wang arXiv_CL arXiv_CL Recognition Pose Action Relation Few-Shot Relation_Extraction PDF
2022-08-15 A Hybrid Model of Classification and Generation for Spatial Relation Extraction Feng Wang Peifeng Li, Qiaoming Zhu arXiv_CL arXiv_CL Pose Action Classification Relation Relation_Extraction PDF
2022-08-03 KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports Lars Hillebrand, Tobias Deußer, Tim Dilmaghani, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa arXiv_AI arXiv_AI Transformer Recognition Bert RNN Knowledge Action Relation Relation_Extraction Prediction PDF
2022-08-02 Joint Learning-based Causal Relation Extraction from Biomedical Literature Dongling Li, Pengchao Wu, Yuehu Dong, Jinghang Gu, Longhua Qian, Guodong Zhou arXiv_CL arXiv_CL OCR Pose Action Detection Relation Relation_Extraction Medical PDF
2022-08-01 DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning Qianglong Chen, Feng-Lin Li, Guohai Xu, Ming Yan, Ji Zhang, Yin Zhang arXiv_CL arXiv_CL Transformer Bert Knowledge Knowledge_Graph Pose Contrastive_Learning Action Relation Relation_Extraction Attention Language_Model Prediction QA PDF
2022-07-31 Improving Distantly Supervised Relation Extraction by Natural Language Inference Kang Zhou, Qiao Qiao, Yuepei Li, Qi Li arXiv_CL arXiv_CL Knowledge Pose Action Classification Relation Relation_Extraction Inference Language_Model PDF
2022-07-28 MLRIP: Pre-training a military language representation model with informative factual knowledge and professional knowledge base Hui Li, Xuekang Yang, Xin Zhao, Lin Yu, Jiping Zheng, Wei Sun arXiv_CL arXiv_CL Transformer Bert Knowledge Pose Action Relation Relation_Extraction Language_Model PDF
2022-07-23 Enhancing Document-level Relation Extraction by Entity Knowledge Injection Xinyi Wang, Zitao Wang, Weijian Sun, Wei Hu arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2022-07-17 An Overview of Distant Supervision for Relation Extraction with a Focus on Denoising and Pre-training Methods William Hogan arXiv_CL arXiv_CL Transformer Knowledge Review Knowledge_Graph Survey Action Relation Relation_Extraction Denoising GAN Summarization Language_Model PDF
2022-07-08 Crake: Causal-Enhanced Table-Filler for Question Answering over Large Scale Knowledge Base Minhao Zhang, Ruoyu Zhang, Yanzeng Li, Lei Zou arXiv_CL arXiv_CL Knowledge Pose Action Relation Relation_Extraction QA PDF
2022-07-04 Building a Relation Extraction Baseline for Gene-Disease Associations: A Reproducibility Study Laura Menotti arXiv_CL arXiv_CL Action Relation Relation_Extraction Medical PDF
2022-06-15 Contextualization and Generalization in Entity and Relation Extraction Bruno Taillé arXiv_AI arXiv_AI Embedding Recognition Pose Face Action Relation Relation_Extraction Language_Model Prediction PDF
2022-06-10 REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction Sheng Zhang, Patrick Ng, Zhiguo Wang, Bing Xiang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction Language_Model PDF
2022-06-08 STable: Table Generation Framework for Encoder-Decoder Models Michał Pietruszka, Michał Turski, Łukasz Borchmann, Tomasz Dwojak, Gabriela Pałka, Karolina Szyndler, Dawid Jurkiewicz, Łukasz Garncarek arXiv_CL arXiv_CL Knowledge Pose Action Relation Relation_Extraction Inference PDF
2022-06-07 Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy, Alexander Panchenko arXiv_CL arXiv_CL Bert Action Relation Relation_Extraction Language_Model PDF
2022-06-01 MORE: A Metric Learning Based Framework for Open-domain Relation Extraction Yutong Wang, Renze Lou, Kai Zhang, MaoYan Chen, Yujiu Yang arXiv_AI arXiv_AI Pose Action Relation Relation_Extraction PDF
2022-05-28 Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction Jiaxin Yu, Deqing Yang, Shuyu Tian arXiv_CL arXiv_CL Pose Action Classification Relation Relation_Extraction Attention PDF
2022-05-26 Are Transformers Effective for Time Series Forecasting? Ailing Zeng, Muxi Chen, Lei Zhang, Qiang Xu arXiv_AI arXiv_AI Transformer Pose Action Detection Relation Relation_Extraction Attention Prediction PDF
2022-05-25 Revisiting DocRED -- Addressing the Overlooked False Negative Problem in Relation Extraction Qingyu Tan, Lu Xu, Lidong Bing, Hwee Tou Ng arXiv_CL arXiv_CL OCR Pose Action Relation Relation_Extraction PDF
2022-05-25 Fine-grained Contrastive Learning for Relation Extraction William Hogan, Jiacheng Li, Jingbo Shang arXiv_CL arXiv_CL Pose Contrastive_Learning Action Relation Relation_Extraction Denoising Language_Model PDF
2022-05-21 Improving Long Tailed Document-Level Relation Extraction via Easy Relation Augmentation and Contrastive Learning Yangkai Du, Tengfei Ma, Lingfei Wu, Yiming Wu, Xuhong Zhang, Bo Long, Shouling Ji arXiv_AI arXiv_AI OCR Pose Contrastive_Learning Action Relation Relation_Extraction PDF
2022-05-21 DeepStruct: Pretraining of Language Models for Structure Prediction Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song arXiv_AI arXiv_AI Tracking Recognition Zero-Shot Knowledge Action Classification Detection Relation Relation_Extraction Language_Model Prediction PDF
2022-05-19 Summarization as Indirect Supervision for Relation Extraction Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen arXiv_CL arXiv_CL Action Relation Relation_Extraction Summarization Inference PDF
2022-05-19 A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang arXiv_CL arXiv_CL Embedding Pose Contrastive_Learning Action Relation Few-Shot Relation_Extraction Attention Prediction PDF
2022-05-18 Automatic Rule Induction for Efficient Semi-Supervised Learning Reid Pryzant, Ziyi Yang, Yichong Xu, Chenguang Zhu, Michael Zeng arXiv_CL arXiv_CL Transformer Pose Action Classification Relation Relation_Extraction Attention PDF
2022-05-18 Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision Zhen Wan, Fei Cheng, Qianying Liu, Zhuoyuan Mao, Haiyue Song, Sadao Kurohashi arXiv_CL arXiv_CL Transformer Pose Contrastive_Learning Action Relation Relation_Extraction PDF
2022-05-17 Generic and Trend-aware Curriculum Learning for Relation Extraction in Graph Neural Networks Nidhi Vakil, Hadi Amiri arXiv_AI arXiv_AI Action Relation Relation_Extraction PDF
2022-05-11 Pre-trained Language Models as Re-Annotators Chang Shu arXiv_AI arXiv_AI OCR Knowledge Pose Contrastive_Learning Action Detection Relation Relation_Extraction Language_Model PDF
2022-05-09 LayoutXLM vs. GNN: An Empirical Evaluation of Relation Extraction for Documents Hervé Déjean, Stéphane Clinchant, Jean-Luc Meunier arXiv_AI arXiv_AI Action Relation Relation_Extraction Language_Model PDF
2022-05-08 GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Bryan Hooi arXiv_AI arXiv_AI Knowledge Pose Action Relation Relation_Extraction PDF
2022-05-08 Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Dayiheng Liu, Baosong Yang, Juncheng Liu, Bryan Hooi arXiv_AI arXiv_AI Pose Action Relation Relation_Extraction Inference PDF
2022-05-07 Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen arXiv_CV arXiv_CV Recognition Pose Action Relation Relation_Extraction PDF
2022-05-05 FastRE: Towards Fast Relation Extraction with Convolutional Encoder and Improved Cascade Binary Tagging Framework Guozheng Li, Xu Chen, Peng Wang, Jiafeng Xie, Qiqing Luo arXiv_AI arXiv_AI Transformer Pose Action Relation Relation_Extraction Attention CNN Inference Language_Model PDF
2022-05-04 Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen arXiv_CL arXiv_CL Transformer Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction GAN Prediction Recommendation PDF
2022-05-04 Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning Xiang Chen, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen arXiv_CL arXiv_CL Knowledge Pose Action Relation Few-Shot Relation_Extraction Inference Language_Model PDF
2022-05-04 A Dataset for N-ary Relation Extraction of Drug Combinations Aryeh Tiktinsky, Vijay Viswanathan, Danna Niezni, Dana Meron Azagury, Yosi Shamay, Hillel Taub-Tabib, Tom Hope, Yoav Goldberg arXiv_CL arXiv_CL Action Relation Relation_Extraction Medical PDF
2022-05-04 HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction Shuliang Liu, Xuming Hu, Chenwei Zhang, Shu`ang Li, Lijie Wen, Philip S. Yu arXiv_AI arXiv_AI Unsupervised Self-Supervised Pose Contrastive_Learning Action Classification Relation Relation_Extraction Attention PDF
2022-05-04 Few-Shot Document-Level Relation Extraction Nicholas Popovic, Michael Färber arXiv_AI arXiv_AI OCR Pose Action Relation Few-Shot Relation_Extraction PDF
2022-05-04 Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction Liyan Xu, Jinho D. Choi arXiv_CL arXiv_CL OCR Pose Action Relation Relation_Extraction PDF
2022-05-03 Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning Oscar Sainz, Itziar Gonzalez-Dios, Oier Lopez de Lacalle, Bonan Min, Eneko Agirre arXiv_CL arXiv_CL Zero-Shot Action Relation Few-Shot Relation_Extraction PDF
2022-05-01 None Class Ranking Loss for Document-Level Relation Extraction Yang Zhou, Wee Sun Lee arXiv_CL arXiv_CL Regularization Pose Emotion Action Classification Relation Relation_Extraction Prediction PDF
2022-04-28 What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification Elisa Bassignana, Barbara Plank arXiv_CL arXiv_CL Survey Action Classification Relation Relation_Extraction PDF
2022-04-27 CREER: A Large-Scale Corpus for Relation Extraction and Entity Recognition Yu-Siou Tang, Chung-Hsien Wu arXiv_CL arXiv_CL Recognition Action Relation Relation_Extraction PDF
2022-04-27 Document-Level Relation Extraction with Sentences Importance Estimation and Focusing Wang Xu, Kehai Chen, Lili Mou, Tiejun Zhao arXiv_CL arXiv_CL OCR Pose Action Relation Relation_Extraction PDF
2022-04-25 Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze? Stephanie Brandl, Oliver Eberle, Jonas Pilot, Anders Søgaard arXiv_CL arXiv_CL Transformer Action Relation Sentiment Relation_Extraction Attention Language_Model PDF
2022-04-25 It Takes Two Flints to Make a Fire: Multitask Learning of Neural Relation and Explanation Classifiers Zheng Tang, Mihai Surdeanu arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction PDF
2022-04-21 Decorate the Examples: A Simple Method of Prompt Design for Biomedical Relation Extraction Hui-Syuan Yeh, Thomas Lavergne, Pierre Zweigenbaum arXiv_CL arXiv_CL Bert Action Relation Few-Shot Relation_Extraction Medical Prediction PDF
2022-04-21 Recovering Patient Journeys: A Corpus of Biomedical Entities and Relations on Twitter Amelie Wührl, Roman Klinger arXiv_CL arXiv_CL Recognition Knowledge Action Relation Relation_Extraction Medical PDF
2022-04-21 A Masked Image Reconstruction Network for Document-level Relation Extraction Liang Zhang, Yidong Cheng arXiv_CL arXiv_CL Reconstruction OCR Pose Action Relation Relation_Extraction Inference PDF
2022-04-17 Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED Quzhe Huang, Shibo Hao, Yuan Ye, Shengqi Zhu, Yansong Feng, Dongyan Zhao arXiv_CL arXiv_CL OCR Action Relation Relation_Extraction Recommendation PDF
2022-04-14 FREDA: Flexible Relation Extraction Data Annotation Michael Strobl, Amine Trabelsi, Osmar Zaiane arXiv_CL arXiv_CL Action Relation Relation_Extraction PDF
2022-04-13 A Distant Supervision Corpus for Extracting Biomedical Relationships Between Chemicals, Diseases and Genes Dongxu Zhang, Sunil Mohan, Michaela Torkar, Andrew McCallum arXiv_CL arXiv_CL Action Relation Relation_Extraction Medical PDF
2022-04-13 Retrieval of Scientific and Technological Resources for Experts and Scholars Suyu Ouyang, Yingxia Shao, Ang Li arXiv_AI arXiv_AI Represenation_Learning Knowledge Pose Action Relation Relation_Extraction PDF
2022-04-10 MedDistant19: A Challenging Benchmark for Distantly Supervised Biomedical Relation Extraction Saadullah Amin, Pasquale Minervini, David Chang, Günter Neumann, Pontus Stenetorp arXiv_CL arXiv_CL Knowledge Knowledge_Graph Action Relation Relation_Extraction GAN Medical PDF
2022-04-09 Modeling Multi-Granularity Hierarchical Features for Relation Extraction Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li arXiv_CL arXiv_CL Bert RNN Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2022-04-08 BioRED: A Comprehensive Biomedical Relation Extraction Dataset Ling Luo, Po-Ting Lai, Chih-Hsuan Wei, Cecilia N Arighi, Zhiyong Lu arXiv_CL arXiv_CL Recognition Bert Knowledge Review Action Relation Relation_Extraction Medical PDF
2022-04-03 A sequence-to-sequence approach for document-level relation extraction John Giorgi, Gary D. Bader, Bo Wang arXiv_CL arXiv_CL OCR Action Relation Relation_Extraction Medical PDF
2022-04-01 NC-DRE: Leveraging Non-entity Clue Information for Document-level Relation Extraction Liang Zhang, Yidong Cheng arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Attention Inference Language_Model PDF
2022-03-29 Improving Persian Relation Extraction Models by Data Augmentation Moein Salimi Sartakhti, Romina Etezadi, Mehrnoush Shamsfard arXiv_CL arXiv_CL Bert Action Relation Relation_Extraction PDF
2022-03-28 Hierarchical Transformer Model for Scientific Named Entity Recognition Urchade Zaratiana, Pierre Holat, Nadi Tomeh, Thierry Charnois arXiv_CL arXiv_CL Transformer Recognition Bert Knowledge Knowledge_Graph Action Relation Relation_Extraction Medical PDF
2022-03-26 A Densely Connected Criss-Cross Attention Network for Document-level Relation Extraction Liang Zhang, Yidong Cheng arXiv_CL arXiv_CL OCR Pose Action Relation Relation_Extraction Attention PDF
2022-03-23 Pre-training to Match for Unified Low-shot Relation Extraction Fangchao Liu, Hongyu Lin, Xianpei Han, Boxi Cao, Le Sun arXiv_CL arXiv_CL Transformer Zero-Shot Pose Action Relation Few-Shot Relation_Extraction Matching PDF
2022-03-21 Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation Qingyu Tan, Ruidan He, Lidong Bing, Hwee Tou Ng arXiv_CL arXiv_CL OCR Knowledge Pose Action Relation Relation_Extraction Attention PDF
2022-03-19 Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction Zhanming Jie, Jierui Li, Wei Lu arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Prediction PDF
2022-03-18 BIOS: An Algorithmically Generated Biomedical Knowledge Graph Sheng Yu, Zheng Yuan, Jun Xia, Shengxuan Luo, Huaiyuan Ying, Sihang Zeng, Jingyi Ren, Hongyi Yuan, Zhengyun Zhao, Yucong Lin, Keming Lu, Jing Wang, Yutao Xie, Heung-Yeung Shum arXiv_CL arXiv_CL Knowledge Knowledge_Graph Ontology Action Classification Relation Relation_Extraction Medical PDF
2022-03-17 RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction Yew Ken Chia, Lidong Bing, Soujanya Poria, Luo Si arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Action Classification Relation Relation_Extraction Language_Model PDF
2022-03-16 Multimodal Learning on Graphs for Disease Relation Extraction Yucong Lin, Keming Lu, Sheng Yu, Tianxi Cai, Marinka Zitnik arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Action Classification Relation Relation_Extraction GAN Medical PDF
2022-03-16 Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again Bernal Jiménez Gutiérrez, Nikolas McNeal, Clay Washington, You Chen, Lang Li, Huan Sun, Yu Su arXiv_CL arXiv_CL Recognition Bert Action Relation Few-Shot Relation_Extraction Medical Language_Model PDF
2022-03-11 Cross-lingual Inference with A Chinese Entailment Graph Tianyi Li, Sabine Weber, Mohammad Javad Hosseini, Liane Guillou, Mark Steedman arXiv_CL arXiv_CL Unsupervised Ontology Action Detection Relation Relation_Extraction Inference PDF
2022-03-10 OneRel:Joint Entity and Relation Extraction with One Module in One Step Yu-Ming Shang, Heyan Huang, Xian-Ling Mao arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Action Classification Relation Relation_Extraction PDF
2022-03-10 AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First -- Using Relation Extraction to Identify Entities Nicholas Popovic, Walter Laurito, Michael Färber arXiv_AI arXiv_AI Transformer Pose Action Relation Relation_Extraction Inference Language_Model Prediction PDF
2022-03-08 A Unified Framework of Medical Information Annotation and Extraction for Chinese Clinical Text Enwei Zhu, Qilin Sheng, Huanwan Yang, Jinpeng Li arXiv_CL arXiv_CL Recognition Action Deep_Learning Relation Relation_Extraction Medical Language_Model PDF
2022-03-05 Consistent Representation Learning for Continual Relation Extraction Kang Zhao, Hua Xu, Jiangong Yang, Kai Gao arXiv_CL arXiv_CL Embedding Represenation_Learning Knowledge Pose Contrastive_Learning Action Relation Relation_Extraction PDF
2022-02-27 HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction Dongyang Li, Taolin Zhang, Nan Hu, Chengyu Wang, Xiaofeng He arXiv_CL arXiv_CL Adversarial Pose Contrastive_Learning Action Relation Relation_Extraction Attention PDF
2022-02-26 A Generative Model for Relation Extraction and Classification Jian Ni, Gaetano Rossiello, Alfio Gliozzo, Radu Florian arXiv_AI arXiv_AI Knowledge Action Classification Relation Relation_Extraction PDF
2022-02-22 CorefDRE: Document-level Relation Extraction with coreference resolution Zhongxuan Xue, Rongzhen Li, Qizhu Dai, Zhong Jiang arXiv_CL arXiv_CL OCR Pose Action Relation Relation_Extraction Attention Inference PDF
2022-02-22 Automatically Generating Counterfactuals for Relation Exaction Mi Zhang, Tieyun Qian arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction PDF
2022-02-15 Towards Effective Multi-Task Interaction for Entity-Relation Extraction: A Unified Framework with Selection Recurrent Network An Wang, Ao Liu, Hieu Hanh Le, Haruo Yokota arXiv_CL arXiv_CL Recognition Pose Action Relation Relation_Extraction PDF
2022-02-02 GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records Xi Yang, Nima PourNejatian, Hoo Chang Shin, Kaleb E Smith, Christopher Parisien, Colin Compas, Cheryl Martin, Mona G Flores, Ying Zhang, Tanja Magoc, Christopher A Harle, Gloria Lipori, Duane A Mitchell, William R Hogan, Elizabeth A Shenkman, Jiang Bian, Yonghui Wu arXiv_CL arXiv_CL Transformer Action Deep_Learning Relation Relation_Extraction Medical Inference Language_Model PDF
2022-01-27 Ontology-enhanced Prompt-tuning for Few-shot Learning Hongbin Ye, Ningyu Zhang, Shumin Deng, Xiang Chen, Hui Chen, Feiyu Xiong, Xi Chen, Huajun Chen arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Ontology Action Relation Few-Shot Relation_Extraction Language_Model Prediction PDF
2022-01-16 Temporal Relation Extraction with a Graph-Based Deep Biaffine Attention Model Bo-Ying Su, Shang-Ling Hsu, Kuan-Yin Lai, Amarnath Gupta arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Attention Inference Language_Model Prediction PDF
2022-01-13 Document-level Relation Extraction with Context Guided Mention Integration and Inter-pair Reasoning Chao Zhao, Daojian Zeng, Lu Xu, Jianhua Dai arXiv_CL arXiv_CL OCR Pose Action Relation Relation_Extraction PDF
2022-01-10 DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li, Xiaozhuan Liang, Yunzhi Yao, Shumin Deng, Zhenru Zhang, Chuanqi Tan, Fei Huang, Guozhou Zheng, Huajun Chen arXiv_CL arXiv_CL Recognition Knowledge Action Deep_Learning Relation Few-Shot Relation_Extraction GAN PDF
2022-01-05 Mining Adverse Drug Reactions from Unstructured Mediums at Scale Hasham Ul Haq Veysel Kocaman David Talby arXiv_CL arXiv_CL Recognition Bert Text_Classification Pose Action Classification Relation Relation_Extraction PDF
2022-01-01 Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization Zi-Yi Dou, Nanyun Peng arXiv_CL arXiv_CL Unsupervised Zero-Shot Text_Classification Optimization Knowledge Pose Action Classification Relation Relation_Extraction Language_Model Prediction QA PDF
2021-12-27 Event-based clinical findings extraction from radiology reports with pre-trained language model Wilson Lau, Kevin Lybarger, Martin L. Gunn, Meliha Yetisgen arXiv_CL arXiv_CL Bert Action Deep_Learning Relation Relation_Extraction Medical Language_Model Prediction PDF
2021-12-25 Deeper Clinical Document Understanding Using Relation Extraction Hasham Ul Haq, Veysel Kocaman, David Talby arXiv_AI arXiv_AI Recognition Bert Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction Medical PDF
2021-12-17 Neural Architectures for Biological Inter-Sentence Relation Extraction Enrique Noriega-Atala, Peter M. Lovett, Clayton T. Morrison, Mihai Surdeanu arXiv_AI arXiv_AI Pose Action Classification Relation Relation_Extraction Medical PDF
2021-12-16 Learning Rich Representation of Keyphrases from Text Mayank Kulkarni, Debanjan Mahata, Ravneet Arora, Rajarshi Bhowmik arXiv_CL arXiv_CL Transformer Recognition Action Relation Relation_Extraction Summarization Language_Model QA PDF
2021-12-11 An Empirical Study on Relation Extraction in the Biomedical Domain Yongkang Li arXiv_CL arXiv_CL Action Relation Relation_Extraction Medical PDF
2021-12-10 Automated tabulation of clinical trial results: A joint entity and relation extraction approach with transformer-based language representations Jetsun Whitton, Anthony Hunter arXiv_AI arXiv_AI Transformer Transfer_Learning Recognition Review Action Relation Relation_Extraction PDF
2021-12-07 VizExtract: Automatic Relation Extraction from Data Visualizations Dale Decatur, Sanjay Krishnan arXiv_CV arXiv_CV Face Action Relation Relation_Extraction QA PDF
2021-12-02 From Consensus to Disagreement: Multi-Teacher Distillation for Semi-Supervised Relation Extraction Wanli Li, Tieyun Qian arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Prediction PDF
2021-12-02 Context-Dependent Semantic Parsing for Temporal Relation Extraction Bo-Ying Su, Shang-Ling Hsu, Kuan-Yin Lai, Jane Yung-jen Hsu arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Inference PDF
2021-11-30 Text Mining Drug/Chemical-Protein Interactions using an Ensemble of BERT and T5 Based Models Virginia Adams, Hoo-Chang Shin, Carol Anderson, Bo Liu, Anas Abidin arXiv_CL arXiv_CL OCR Bert Action Classification Relation Relation_Extraction PDF
2021-11-26 Predicting Document Coverage for Relation Extraction Sneha Singhania, Simon Razniewski, Gerhard Weikum arXiv_AI arXiv_AI Bert Knowledge Action Relation Relation_Extraction Language_Model Prediction PDF
2021-11-25 Does constituency analysis enhance domain-specific pre-trained BERT models for relation extraction? Anfu Tang (LISN), Louise Deléger, Robert Bossy, Pierre Zweigenbaum (LISN), Claire Nédellec arXiv_AI arXiv_AI OCR Bert Pose Action Relation Relation_Extraction Prediction PDF
2021-11-25 Global alignment for relation extraction in Microbiology Anfu Tang (LISN), Claire Nédellec, Pierre Zweigenbaum (LISN), Louise Deléger, Robert Bossy arXiv_CL arXiv_CL RNN Action Relation Relation_Extraction PDF
2021-11-17 Multi-Attribute Relation Extraction -- Simplifying the Application of Relation Extraction Lars Klöser, Philipp Kohl, Bodo Kraft, Albert Zündorf arXiv_AI arXiv_AI Action Relation Relation_Extraction PDF
2021-11-09 Learning Logic Rules for Document-level Relation Extraction Dongyu Ru, Changzhi Sun, Jiangtao Feng, Lin Qiu, Hao Zhou, Weinan Zhang, Yong Yu, Lei Li arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Prediction PDF
2021-10-26 Open Rule Induction Wanyun Cui, Xingran Chen arXiv_CL arXiv_CL Knowledge Pose Action Relation Relation_Extraction Inference Language_Model PDF
2021-10-24 Abstractified Multi-instance Learning for Biomedical Relation Extraction William Hogan, Molly Huang, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Yoshiki Vazquez Baeza, Andrew Bartko, Chun-Nan Hsu arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction Medical PDF
2021-10-19 Entity Relation Extraction as Dependency Parsing in Visually Rich Documents Yue Zhang, Bo Zhang, Rui Wang, Junjie Cao, Chen Li, Zuyi Bao arXiv_AI arXiv_AI Pose Action Relation Relation_Extraction PDF
2021-10-14 A Simple, Strong and Robust Baseline for Distantly Supervised Relation Extraction Vipul Rathore, Kartikeya Badola, Mausam, Parag Singla arXiv_CL arXiv_CL Bert Action Relation Relation_Extraction Attention Language_Model PDF
2021-10-09 On the Relation between Syntactic Divergence and Zero-Shot Performance Ofir Arviv, Dmitry Nikolaev, Taelin Karidi, Omri Abend arXiv_CL arXiv_CL Zero-Shot Action Relation Relation_Extraction PDF
2021-10-05 FoodChem: A food-chemical relation extraction model Gjorgjina Cenikj, Barbara Koroušić Seljak, Tome Eftimov arXiv_CL arXiv_CL Transformer Bert Review Pose Action Classification Relation Relation_Extraction Medical PDF
2021-09-30 MatSciBERT: A Materials Domain Language Model for Text Mining and Information Extraction Tanishq Gupta, Mohd Zaki, N. M. Anoop Krishnan, Mausam arXiv_CL arXiv_CL Transformer Recognition Bert Optimization Knowledge Review Action Classification Relation Relation_Extraction Language_Model PDF
2021-09-26 Entity Linking Meets Deep Learning: Techniques and Solutions Wei Shen, Yuhan Li, Yinan Liu, Jiawei Han, Jianyong Wang, Xiaojie Yuan arXiv_AI arXiv_AI Embedding Knowledge Review Pose Survey Action Quantitative Deep_Learning Relation Relation_Extraction GAN PDF
2021-09-24 GERNERMED -- An Open German Medical NER Model Johann Frei, Frank Kramer arXiv_AI arXiv_AI Recognition Speech Action Relation Relation_Extraction Medical PDF
2021-09-24 SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction Yuxin Xiao, Zecheng Zhang, Yuning Mao, Carl Yang, Jiawei Han arXiv_AI arXiv_AI OCR Pose Action Relation Relation_Extraction Inference Prediction PDF
2021-09-24 Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction Bruno Taillé, Vincent Guigue, Geoffrey Scoutheeten, Patrick Gallinari arXiv_CL arXiv_CL Recognition Pose Action Relation Relation_Extraction PDF
2021-09-21 Extracting Fine-Grained Knowledge Graphs of Scientific Claims: Dataset and Transformer-Based Results Ian H. Magnusson, Scott E. Friedman arXiv_CL arXiv_CL Transformer Knowledge Knowledge_Graph Action Relation Relation_Extraction PDF
2021-09-19 Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision Yang Li, Guodong Long, Tao Shen, Jing Jiang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2021-09-17 Slot Filling for Biomedical Information Extraction Yannis Papanikolaou, Francine Bennett arXiv_CL arXiv_CL Transformer Recognition Zero-Shot Knowledge Pose Action Relation Relation_Extraction Medical PDF
2021-09-15 A Relation-Oriented Clustering Method for Open Relation Extraction Jun Zhao, Tao Gui, Qi Zhang, Yaqian Zhou arXiv_AI arXiv_AI Unsupervised Pose Action Relation Relation_Extraction PDF
2021-09-14 Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction Xuming Hu, Chenwei Zhang, Yawen Yang, Xiaohe Li, Li Lin, Lijie Wen, Philip S. Yu arXiv_AI arXiv_AI Gradient_Descent Reinforcement_Learning Optimization Pose Action Relation Relation_Extraction PDF
2021-09-13 Pack Together: Entity and Relation Extraction with Levitated Marker Deming Ye, Yankai Lin, Maosong Sun arXiv_CL arXiv_CL Recognition Pose Action Classification Relation Relation_Extraction PDF
2021-09-12 Extracting Event Temporal Relations via Hyperbolic Geometry Xingwei Tan, Gabriele Pergola, Yulan He arXiv_CL arXiv_CL Embedding Pose Action Relation Relation_Extraction PDF
2021-09-12 Exploring Task Difficulty for Few-Shot Relation Extraction Jiale Han, Bo Cheng, Wei Lu arXiv_CL arXiv_CL Contrastive_Learning Action Relation Few-Shot Relation_Extraction PDF
2021-09-11 Modular Self-Supervision for Document-Level Relation Extraction Sheng Zhang, Cliff Wong, Naoto Usuyama, Sarthak Jain, Tristan Naumann, Hoifung Poon arXiv_CL arXiv_CL Pose Face Action Detection Relation Relation_Extraction Medical Inference PDF
2021-09-11 Speaker-Oriented Latent Structures for Dialogue-Based Relation Extraction Guoshun Nan, Guoqing Luo, Sicong Leng, Yao Xiao, Wei Lu arXiv_CL arXiv_CL Regularization Pose Action Relation Relation_Extraction PDF
2021-09-10 D-REX: Dialogue Relation Extraction with Explanations Alon Albalak, Varun Embar, Yi-Lin Tuan, Lise Getoor, William Yang Wang arXiv_CL arXiv_CL Bert Pose Action Relation Relation_Extraction Inference PDF
2021-09-10 Document-level Entity-based Extraction as Template Generation Kung-Hsiang Huang, Sam Tang, Nanyun Peng arXiv_CL arXiv_CL Knowledge Pose Action Relation Relation_Extraction Attention PDF
2021-09-10 How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks Hoang Van, Zheng Tang, Mihai Surdeanu arXiv_CL arXiv_CL Bert RNN Action Relation Relation_Extraction Inference Prediction PDF
2021-09-09 MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction Manqing Dong, Chunguang Pan, Zhipeng Luo arXiv_AI arXiv_AI Embedding Knowledge Pose Action Relation Few-Shot Relation_Extraction Prediction PDF
2021-09-09 Graph Based Network with Contextualized Representations of Turns in Dialogue Bongseok Lee, Yong Suk Choi arXiv_CL arXiv_CL Recognition Pose Emotion Action Relation Relation_Extraction Attention CNN PDF
2021-09-08 Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction Oscar Sainz, Oier Lopez de Lacalle, Gorka Labaka, Ander Barrena, Eneko Agirre arXiv_CL arXiv_CL Zero-Shot Action Relation Few-Shot Relation_Extraction PDF
2021-09-06 Text-to-Table: A New Way of Information Extraction Xueqing Wu, Jiacheng Zhang, Hang Li arXiv_CL arXiv_CL Embedding Pose Action Relation Relation_Extraction Language_Model PDF
2021-09-05 Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction Kailong Hao, Botao Yu, Wei Hu arXiv_AI arXiv_AI Knowledge Adversarial Pose Action Relation Relation_Extraction PDF
2021-09-02 Imposing Relation Structure in Language-Model EmbeddingsUsing Contrastive Learning Christos Theodoropoulos, James Henderson, Andrei C. Coman, Marie-Francine Moens arXiv_AI arXiv_AI Embedding Recognition Bert Pose Contrastive_Learning Action Relation Relation_Extraction Language_Model PDF
2021-09-01 Extracting all Aspect-polarity Pairs Jointly in a Text with Relation Extraction Approach Lingmei Bu, Li Chen, Yongmei Lu, Zhonghua Yu arXiv_AI arXiv_AI Pose Action Classification Relation Sentiment Relation_Extraction Attention PDF
2021-08-31 TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues Po-Wei Lin, Shang-Yu Su, Yun-Nung Chen arXiv_CL arXiv_CL Bert Pose Action Relation Relation_Extraction PDF
2021-08-30 NEREL: A Russian Dataset with Nested Named Entities and Relations Natalia Loukachevitch, Ekaterina Artemova, Tatiana Batura, Pavel Braslavski, Ilia Denisov, Vladimir Ivanov, Suresh Manandhar, Alexander Pugachev, Elena Tutubalina arXiv_CL arXiv_CL Recognition Action Relation Relation_Extraction PDF
2021-08-27 A Partition Filter Network for Joint Entity and Relation Extraction Zhiheng Yan, Chong Zhang, Jinlan Fu, Qi Zhang, Zhongyu Wei arXiv_CL arXiv_CL Represenation_Learning Pose Action Relation Relation_Extraction PDF
2021-08-24 Relation Extraction from Tables using Artificially Generated Metadata Gaurav singh, Siffi Singh, Joshua Wong, Amir Saffari arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction Caption PDF
2021-08-22 Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering Tapas Nayak, Navonil Majumder, Soujanya Poria arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction PDF
2021-08-21 A Hierarchical Entity Graph Convolutional Network for Relation Extraction across Documents Tapas Nayak, Hwee Tou Ng arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction CNN PDF
2021-08-20 Extracting Radiological Findings With Normalized Anatomical Information Using a Span-Based BERT Relation Extraction Model Kevin Lybarger, Aashka Damani, Martin Gunn, Ozlem Uzuner, Meliha Yetisgen arXiv_CL arXiv_CL Bert Action Relation Relation_Extraction GAN Medical PDF
2021-08-20 SoMeSci- A 5 Star Open Data Gold Standard Knowledge Graph of Software Mentions in Scientific Articles David Schindler, Felix Bensmann, Stefan Dietze, Frank Krüger arXiv_CL arXiv_CL Recognition Sketch Knowledge Knowledge_Graph Action Relation Relation_Extraction PDF
2021-08-18 RTE: A Tool for Annotating Relation Triplets from Text Ankan Mullick, Animesh Bera, Tapas Nayak arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction PDF
2021-08-16 An Effective System for Multi-format Information Extraction Yaduo Liu, Longhui Zhang, Shujuan Yin, Xiaofeng Zhao, Feiliang Ren arXiv_AI arXiv_AI Transformer Recognition Pose Action Relation Relation_Extraction PDF
2021-08-16 MobIE: A German Dataset for Named Entity Recognition, Entity Linking and Relation Extraction in the Mobility Domain Leonhard Hennig, Phuc Tran Truong, Aleksandra Gabryszak arXiv_CL arXiv_CL Recognition Knowledge Action Relation Relation_Extraction PDF
2021-08-11 Extracting Semantics from Maintenance Records Sharad Dixit, Varish Mulwad, Abhinav Saxena arXiv_AI arXiv_AI Recognition Knowledge Ontology Action Relation Relation_Extraction Language_Model PDF
2021-07-28 Multi-Scale Feature and Metric Learning for Relation Extraction Mi Zhang, Tieyun Qian arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction CNN PDF
2021-07-26 How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction Zikun Hu, Yixin Cao, Lifu Huang, Tat-Seng Chua arXiv_AI arXiv_AI Weakly_Supervised Knowledge Knowledge_Graph Pose Action Quantitative Relation Relation_Extraction Attention PDF
2021-07-20 Improving Sentence-Level Relation Extraction through Curriculum Learning Seongsik Park, Harksoo Kim arXiv_AI arXiv_AI Pose Action Relation Relation_Extraction PDF
2021-07-19 Clinical Relation Extraction Using Transformer-based Models Xi Yang, Zehao Yu, Yi Guo, Jiang Bian, Yonghui Wu arXiv_CL arXiv_CL Transformer Bert Action Classification Relation Relation_Extraction Medical PDF
2021-07-09 Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim arXiv_CL arXiv_CL Transformer Recognition Bert Action Classification Relation Relation_Extraction Medical Language_Model PDF
2021-07-09 UniRE: A Unified Label Space for Entity Relation Extraction Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan arXiv_CL arXiv_CL Pose Action Classification Detection Relation Relation_Extraction PDF
2021-07-05 Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution Severine Verlinden, Klim Zaporojets, Johannes Deleu, Thomas Demeester, Chris Develder arXiv_CL arXiv_CL Unsupervised Recognition Knowledge Knowledge_Graph Action Quantitative Relation Relation_Extraction Attention PDF
2021-07-01 Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction Sriram Pingali, Shweta Yadav, Pratik Dutta, Sriparna Saha arXiv_CL arXiv_CL Transformer Bert Knowledge Pose Action Relation Relation_Extraction Medical PDF
2021-06-30 HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction Liliang Ren, Chenkai Sun, Heng Ji, Julia Hockenmaier arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction PDF
2021-06-29 A Simple and Efficient Probabilistic Language model for Code-Mixed Text M Zeeshan Ansari, Tanvir Ahmad, M M Sufyan Beg, Asma Ikram arXiv_CL arXiv_CL Embedding Recognition RNN Action Classification Relation Relation_Extraction Language_Model PDF
2021-06-28 RadGraph: Extracting Clinical Entities and Relations from Radiology Reports Saahil Jain, Ashwin Agrawal, Adriel Saporta, Steven QH Truong, Du Nguyen Duong, Tan Bui, Pierre Chambon, Yuhao Zhang, Matthew P. Lungren, Andrew Y. Ng, Curtis P. Langlotz, Pranav Rajpurkar arXiv_AI arXiv_AI Action Deep_Learning Relation Relation_Extraction Medical Inference PDF
2021-06-28 A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition Fei Li, Zhichao Lin, Meishan Zhang, Donghong Ji arXiv_CL arXiv_CL Recognition Pose Action Classification Relation Relation_Extraction Attention PDF
2021-06-27 Effective Cascade Dual-Decoder Model for Joint Entity and Relation Extraction Lianbo Ma, Huimin Ren, Xiliang Zhang arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2021-06-22 SENT: Sentence-level Distant Relation Extraction via Negative Training Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Yaqian Zhou, Xuanjing Huang arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction PDF
2021-06-21 Deep Learning Models in Detection of Dietary Supplement Adverse Event Signals from Twitter Yefeng Wang, Yunpeng Zhao, Jiang Bian, Rui Zhang arXiv_CL arXiv_CL Embedding Bert RNN Knowledge Pose Action Deep_Learning Detection Relation Relation_Extraction GAN Medical PDF
2021-06-21 CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction Tao Chen, Haizhou Shi, Siliang Tang, Zhigang Chen, Fei Wu, Yueting Zhuang arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction PDF
2021-06-21 Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training Tao Chen, Haochen Shi, Liyuan Liu, Siliang Tang, Jian Shao, Zhigang Chen, Yueting Zhuang arXiv_CL arXiv_CL Adversarial Pose Action Relation Relation_Extraction Attention PDF
2021-06-18 Graph-based Joint Pandemic Concern and Relation Extraction on Twitter Jingli Shi, Weihua Li, Sira Yongchareon, Yi Yang, Quan Bai arXiv_CL arXiv_CL Embedding Bert Knowledge Pose Action Deep_Learning Detection Relation Relation_Extraction Attention CNN PDF
2021-06-17 Element Intervention for Open Relation Extraction Fangchao Liu, Lingyong Yan, Hongyu Lin, Xianpei Han, Le Sun arXiv_CL arXiv_CL Unsupervised Action Relation Relation_Extraction PDF
2021-06-17 DocNLI: A Large-scale Dataset for Document-level Natural Language Inference Wenpeng Yin, Dragomir Radev, Caiming Xiong arXiv_CL arXiv_CL Action Relation Relation_Extraction Summarization Inference PDF
2021-06-16 Eider: Evidence-enhanced Document-level Relation Extraction Yiqing Xie, Jiaming Shen, Sha Li, Yuning Mao, Jiawei Han arXiv_CL arXiv_CL OCR Pose Action Relation Relation_Extraction Prediction PDF
2021-06-16 From Discourse to Narrative: Knowledge Projection for Event Relation Extraction Jialong Tang, Hongyu Lin, Meng Liao, Yaojie Lu, Xianpei Han, Le Sun, Weijian Xie, Jin Xu arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2021-06-10 CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals Yuqi Ren, Deyi Xiong arXiv_CL arXiv_CL Embedding Tracking Recognition Pose Action Relation Sentiment Relation_Extraction Attention PDF
2021-06-07 Document-level Relation Extraction as Semantic Segmentation Ningyu Zhang, Xiang Chen, Xin Xie, Shumin Deng, Chuanqi Tan, Mosha Chen, Fei Huang, Luo Si, Huajun Chen arXiv_CL arXiv_CL Transformer Segmentation Semantic_Segmentation OCR Pose Action Relation Relation_Extraction PDF
2021-06-04 Entity Concept-enhanced Few-shot Relation Extraction Shan Yang, Yongfei Zhang, Guanglin Niu, Qinghua Zhao, Shiliang Pu arXiv_AI arXiv_AI Embedding Knowledge Pose Action Classification Relation Few-Shot Relation_Extraction Attention Prediction PDF
2021-06-03 Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction Quzhe Huang, Shengqi Zhu, Yansong Feng, Yuan Ye, Yuxuan Lai, Dongyan Zhao arXiv_CL arXiv_CL RNN Action Relation Relation_Extraction PDF
2021-06-03 SIRE: Separate Intra- and Inter-sentential Reasoning for Document-level Relation Extraction Shuang Zeng, Yuting Wu, Baobao Chang arXiv_AI arXiv_AI Pose Action Classification Relation Relation_Extraction Attention Prediction PDF
2021-06-03 Discriminative Reasoning for Document-level Relation Extraction Wang Xu, Kehai Chen, Tiejun Zhao arXiv_CL arXiv_CL Recognition OCR Pose Action Relation Relation_Extraction PDF
2021-06-02 End-to-End Hierarchical Relation Extraction for Generic Form Understanding Tuan-Anh Nguyen Dang, Duc-Thanh Hoang, Quang-Bach Tran, Chih-Wei Pan, Thanh-Dat Nguyen arXiv_AI arXiv_AI Face Action Detection Relation Relation_Extraction Attention Prediction PDF
2021-06-01 KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction Abhishek Nadgeri, Anson Bastos, Kuldeep Singh, Isaiah Onando Mulang', Johannes Hoffart, Saeedeh Shekarpour, Vijay Saraswat arXiv_AI arXiv_AI Sparse Knowledge Knowledge_Graph Action Relation Relation_Extraction PDF
2021-05-31 DiaKG: an Annotated Diabetes Dataset for Medical Knowledge Graph Construction Dejie Chang, Mosha Chen, Chaozhen Liu, Liping Liu, Dongdong Li, Wei Li, Fei Kong, Bangchang Liu, Xiaobin Luo, Ji Qi, Qiao Jin, Bin Xu arXiv_AI arXiv_AI Recognition Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction Medical PDF
2021-05-28 SciFive: a text-to-text transformer model for biomedical literature Long N. Phan, James T. Anibal, Hieu Tran, Shaurya Chanana, Erol Bahadroglu, Alec Peltekian, Grégoire Altan-Bonnet arXiv_AI arXiv_AI Transformer Bert Action Relation Relation_Extraction Text_Generation Medical Inference PDF
2021-05-27 Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference Tuan Lai, Heng Ji, ChengXiang Zhai, Quan Hung Tran arXiv_CL arXiv_CL Knowledge Knowledge_Graph Action Detection Relation Relation_Extraction Attention Medical CNN Inference Prediction PDF
2021-05-24 Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs Tianming Liang, Yang Liu, Xiaoyan Liu, Gaurav Sharma, Maozu Guo arXiv_CL arXiv_CL Represenation_Learning Pose Action Relation Relation_Extraction Denoising Attention PDF
2021-05-21 Revisiting the Negative Data of Distantly Supervised Relation Extraction Chenhao Xie, Jiaqing Liang, Jingping Liu, Chengsong Huang, Wenhao Huang, Yanghua Xiao arXiv_AI arXiv_AI Knowledge Pose Action Detection Relation Relation_Extraction PDF
2021-05-21 Boosting Span-based Joint Entity and Relation Extraction via Squence Tagging Mechanism Bin Ji, Shasha Li, Jie Yu, Jun Ma, Huijun Liu arXiv_CL arXiv_CL Recognition Pose Action Relation Relation_Extraction Attention PDF
2021-05-20 KLUE: Korean Language Understanding Evaluation Sungjoon Park, Jihyung Moon, Sungdong Kim, Won Ik Cho, Jiyoon Han, Jangwon Park, Chisung Song, Junseong Kim, Yongsook Song, Taehwan Oh, Joohong Lee, Juhyun Oh, Sungwon Lyu, Younghoon Jeong, Inkwon Lee, Sangwoo Seo, Dongjun Lee, Hyunwoo Kim, Myeonghwa Lee, Seongbo Jang, Seungwon Do, Sunkyoung Kim, Kyungtae Lim, Jongwon Lee, Kyumin Park, Jamin Shin, Seonghyun Kim, Lucy Park, Alice Oh, Jungwoo Ha, Kyunghyun Cho Alice Oh Jungwoo Ha Kyunghyun Cho arXiv_CL arXiv_CL Tracking Recognition Bert Pose Action Classification Detection Relation Relation_Extraction Inference Language_Model PDF
2021-05-20 Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction Tianyu Gao, Xu Han, Keyue Qiu, Yuzhuo Bai, Zhiyu Xie, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou arXiv_CL arXiv_CL Review Action Relation Relation_Extraction Attention Prediction PDF
2021-05-18 Distantly Supervised Relation Extraction via Recursive Hierarchy-Interactive Attention and Entity-Order Perception Ridong Han, Tao Peng, Jiayu Han, Lin Yue, Hai Cui, Lu Liu arXiv_CL arXiv_CL Action Relation Relation_Extraction Attention PDF
2021-05-12 Ensemble Making Few-Shot Learning Stronger Qing Lin, Yongbin Liu, Wen Wen, Zhihua Tao arXiv_AI arXiv_AI Transformer Pose Action Relation Few-Shot Relation_Extraction Attention PDF
2021-05-10 GroupLink: An End-to-end Multitask Method for Word Grouping and Relation Extraction in Form Understanding Zilong Wang, Mingjie Zhan, Houxing Ren, Zhaohui Hou, Yuwei Wu, Xingyan Zhang, Ding Liang arXiv_AI arXiv_AI OCR Optical_Character Pose Action Relation Relation_Extraction GAN PDF
2021-04-30 An analysis of full-size Russian complexly NER labelled corpus of Internet user reviews on the drugs based on deep learning and language neural nets Alexander Sboev, Sanna Sboeva, Ivan Moloshnikov, Artem Gryaznov, Roman Rybka, Alexander Naumov, Anton Selivanov, Gleb Rylkov, Viacheslav Ilyin arXiv_AI arXiv_AI Recognition Review Action Deep_Learning Relation Relation_Extraction Language_Model PDF
2021-04-28 Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction Peng Su, Yifan Peng, K. Vijay-Shanker arXiv_CL arXiv_CL Bert Knowledge Contrastive_Learning Action Relation Relation_Extraction Medical Prediction PDF
2021-04-28 Multi-view Inference for Relation Extraction with Uncertain Knowledge Bo Li, Wei Ye, Canming Huang, Shikun Zhang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction Inference PDF
2021-04-26 Explore BiLSTM-CRF-Based Models for Open Relation Extraction Tao Ni, Qing Wang, Gabriela Ferraro arXiv_AI arXiv_AI Embedding RNN Pose Action Relation Relation_Extraction PDF
2021-04-22 Enriched Attention for Robust Relation Extraction Heike Adel, Jannik Strötgen arXiv_CL arXiv_CL Knowledge Pose Action Relation Relation_Extraction Attention PDF
2021-04-21 Extracting Adverse Drug Events from Clinical Notes Darshini Mahendran, Bridget T. McInnes arXiv_CL arXiv_CL Action Deep_Learning Relation Relation_Extraction Language_Model PDF
2021-04-21 Improving Biomedical Pretrained Language Models with Knowledge Zheng Yuan, Yijia Liu, Chuanqi Tan, Songfang Huang, Fei Huang arXiv_CL arXiv_CL Recognition Knowledge Pose Action Detection Relation Relation_Extraction Medical Language_Model PDF
2021-04-19 Extracting Temporal Event Relation with Syntactic-Guided Temporal Graph Transformer Shuaicheng Zhang, Lifu Huang, Qiang Ning arXiv_AI arXiv_AI Transformer Pose Action Classification Relation Relation_Extraction Attention PDF
2021-04-17 DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction Abhyuday Bhartiya, Kartikeya Badola, Mausam arXiv_CL arXiv_CL Bert Pose Action Relation Relation_Extraction Attention PDF
2021-04-16 Re-TACRED: Addressing Shortcomings of the TACRED Dataset George Stoica, Emmanouil Antonios Platanios, Barnabás Póczos arXiv_CL arXiv_CL Unsupervised Knowledge Pose Action Relation Relation_Extraction PDF
2021-04-16 Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou arXiv_CL arXiv_CL Reconstruction Knowledge Pose Action Relation Relation_Extraction PDF
2021-04-15 AdaPrompt: Adaptive Prompt-based Finetuning for Relation Extraction Xiang Chen, Xin Xie, Ningyu Zhang, Jiahuan Yan, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen arXiv_AI arXiv_AI Represenation_Learning Pose Action Relation Few-Shot Relation_Extraction Language_Model PDF
2021-04-15 A Sample-Based Training Method for Distantly Supervised Relation Extraction with Pre-Trained Transformers Mehrdad Nasser, Mohamad Bagher Sajadi, Behrouz Minaei-Bidgoli arXiv_AI arXiv_AI Transformer Bert Pose Action Relation Relation_Extraction Prediction PDF
2021-04-14 Multilingual Open Relation Extraction Using Cross-lingual Projection Manaal Faruqui, Shankar Kumar arXiv_CL arXiv_CL Speech Action Relation Relation_Extraction PDF
2021-04-10 Representation Learning for Weakly Supervised Relation Extraction Zhuang Li arXiv_CL arXiv_CL Unsupervised Weakly_Supervised Represenation_Learning Knowledge Action Classification Relation Relation_Extraction PDF
2021-04-10 ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning Chih-Yao Chen, Cheng-Te Li arXiv_CL arXiv_CL Embedding Bert Zero-Shot Represenation_Learning Knowledge Pose Action Classification Relation Relation_Extraction Prediction PDF
2021-04-09 UPB at SemEval-2021 Task 8: Extracting Semantic Information on Measurements as Multi-Turn Question Answering Andrei-Marius Avram, George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu arXiv_CL arXiv_CL Pose Action Classification Relation Relation_Extraction PDF
2021-04-07 A Question-answering Based Framework for Relation Extraction Validation Jiayang Cheng, Haiyun Jiang, Deqing Yang, Yanghua Xiao arXiv_AI arXiv_AI Knowledge Pose Action Relation Relation_Extraction PDF
2021-04-05 Deep Neural Networks for Relation Extraction Tapas Nayak arXiv_CL arXiv_CL Knowledge Pose Action Relation Relation_Extraction Attention CNN PDF
2021-04-03 Counts@IITK at SemEval-2021 Task 8: SciBERT Based Entity And Semantic Relation Extraction For Scientific Data Akash Gangwar, Sabhay Jain, Shubham Sourav, Ashutosh Modi arXiv_CL arXiv_CL Embedding Bert Action Classification Relation Relation_Extraction PDF
2021-04-01 Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction Luoqiu Li, Xiang Chen, Ningyu Zhang, Shumin Deng, Xin Xie, Chuanqi Tan, Mosha Chen, Fei Huang, Huajun Chen arXiv_AI arXiv_AI Adversarial Action Relation Relation_Extraction PDF
2021-03-31 Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria arXiv_CL arXiv_CL Embedding Zero-Shot Review Survey Action Relation Few-Shot Relation_Extraction Attention CNN PDF
2021-03-29 Multi-facet Universal Schema Rohan Paul, Haw-Shiuan Chang, Andrew McCallum arXiv_CL arXiv_CL Embedding Pose Face Action Relation Relation_Extraction PDF
2021-03-22 Prototypical Representation Learning for Relation Extraction Ning Ding, Xiaobin Wang, Yao Fu, Guangwei Xu, Rui Wang, Pengjun Xie, Ying Shen, Fei Huang, Hai-Tao Zheng, Rui Zhang arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Face Action Classification Relation Few-Shot Relation_Extraction PDF
2021-03-21 Structural block driven - enhanced convolutional neural representation for relation extraction Dongsheng Wang, Prayag Tiwari, Sahil Garg, Hongyin Zhu, Peter Bruza arXiv_AI arXiv_AI Pose Action Relation Relation_Extraction CNN PDF
2021-03-20 Leveraging Unlabeled Data for Entity-Relation Extraction through Probabilistic Constraint Satisfaction Kareem Ahmed, Eric Wang, Guy Van den Broeck, Kai-Wei Chang arXiv_CL arXiv_CL Knowledge Ontology Action Relation Relation_Extraction PDF
2021-03-16 Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks Minh Van Nguyen, Viet Dac Lai, Thien Huu Nguyen arXiv_CL arXiv_CL Recognition Represenation_Learning Regularization Pose Action Deep_Learning Detection Relation Relation_Extraction CNN Prediction PDF
2021-03-15 Mention-centered Graph Neural Network for Document-level Relation Extraction Jiaxin Pan, Min Peng, Yiyan Zhang arXiv_AI arXiv_AI Pose Action Relation Relation_Extraction Inference PDF
2021-03-12 A Review on Semi-Supervised Relation Extraction Yusen Lin arXiv_AI arXiv_AI Knowledge Review Action Deep_Learning Relation Relation_Extraction PDF
2021-03-10 Techniques for Jointly Extracting Entities and Relations: A Survey Sachin Pawar, Pushpak Bhattacharyya, Girish K. Palshikar arXiv_CL arXiv_CL Knowledge Survey Action Relation Relation_Extraction Medical Inference PDF
2021-03-05 Dual Pointer Network for Fast Extraction of Multiple Relations in a Sentence Seongsik Park, Harksoo Kim arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Attention PDF
2021-02-22 REMOD: Relation Extraction for Modeling Online Discourse Matthew Sumpter, Giovanni Luca Ciampaglia arXiv_CL arXiv_CL Embedding Knowledge Review Pose Action Relation Relation_Extraction PDF
2021-02-22 Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Andreas Both, Sören Auer arXiv_CL arXiv_CL Transformer Embedding Optimization Knowledge Knowledge_Graph Pose Action Classification Relation Relation_Extraction PDF
2021-02-20 Contextual Argument Component Classification for Class Discussions Luca Lugini, Diane Litman arXiv_CL arXiv_CL Action Classification Relation Relation_Extraction PDF
2021-02-20 Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction Benfeng Xu, Quan Wang, Yajuan Lyu, Yong Zhu, Zhendong Mao arXiv_AI arXiv_AI Pose Action Relation Relation_Extraction Attention PDF
2021-02-18 WebRED: Effective Pretraining And Finetuning For Relation Extraction On The Web Robert Ormandi, Mohammad Saleh, Erin Winter, Vinay Rao arXiv_CL arXiv_CL Weakly_Supervised Knowledge Action Relation Relation_Extraction PDF
2021-02-17 Jointly Learning Clinical Entities and Relations with Contextual Language Models and Explicit Context Paul Barry, Sam Henry, Meliha Yetisgen, Bridget McInnes, Ozlem Uzuner arXiv_CL arXiv_CL Recognition Action Relation Relation_Extraction Language_Model PDF
2021-02-12 Two Training Strategies for Improving Relation Extraction over Universal Graph Qin Dai, Naoya Inoue, Ryo Takahashi, Kentaro Inui arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction Attention Medical PDF
2021-02-11 An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning Markus Eberts, Adrian Ulges arXiv_CL arXiv_CL OCR Action Relation Relation_Extraction PDF
2021-02-10 Information Prediction using Knowledge Graphs for Contextual Malware Threat Intelligence Nidhi Rastogi, Sharmishtha Dutta, Ryan Christian, Mohammad Zaki, Alex Gittens, Charu Aggarwal arXiv_AI arXiv_AI Recognition Sparse Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction Prediction PDF
2021-02-09 Bootstrapping Relation Extractors using Syntactic Search by Examples Matan Eyal, Asaf Amrami, Hillel Taub-Tabib, Yoav Goldberg arXiv_CL arXiv_CL OCR Pose Action Relation Relation_Extraction PDF
2021-02-03 Memorization vs. Generalization: Quantifying Data Leakage in NLP Performance Evaluation Aparna Elangovan, Jiayuan He, Karin Verspoor arXiv_CL arXiv_CL Recognition Action Relation Relation_Extraction PDF
2021-02-02 An Improved Baseline for Sentence-level Relation Extraction Wenxuan Zhou, Muhao Chen arXiv_CL arXiv_CL Action Classification Detection Relation Relation_Extraction Prediction PDF
2021-02-02 Neural Data Augmentation via Example Extrapolation Kenton Lee, Kelvin Guu, Luheng He, Tim Dozat, Hyung Won Chung arXiv_AI arXiv_AI Pose Action Classification Relation Few-Shot Relation_Extraction PDF
2021-02-01 'Is depression related to cannabis?': A knowledge-infused model for Entity and Relation Extraction with Limited Supervision Kaushik Roy, Usha Lokala, Vedant Khandelwal, Amit Sheth arXiv_AI arXiv_AI Knowledge Ontology Contrastive_Learning Action Relation Relation_Extraction PDF
2021-02-01 Improving Distantly-Supervised Relation Extraction through BERT-based Label & Instance Embeddings Despina Christou, Grigorios Tsoumakas arXiv_CL arXiv_CL Transformer Embedding Bert Pose Action Relation Relation_Extraction Attention PDF
2021-01-28 LOME: Large Ontology Multilingual Extraction Patrick Xia, Guanghui Qin, Siddharth Vashishtha, Yunmo Chen, Tongfei Chen, Chandler May, Craig Harman, Kyle Rawlins, Aaron Steven White, Benjamin Van Durme arXiv_CL arXiv_CL Knowledge Knowledge_Graph Ontology Action Relation Relation_Extraction Prediction PDF
2021-01-25 Process-Level Representation of Scientific Protocols with Interactive Annotation Ronen Tamari, Fan Bai, Alan Ritter, Gabriel Stanovsky arXiv_CL arXiv_CL Action Relation Relation_Extraction Prediction PDF
2021-01-25 A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction Yongliang Shen, Xinyin Ma, Yechun Tang, Weiming Lu arXiv_CL arXiv_CL Recognition Pose Action Relation Relation_Extraction Attention Prediction PDF
2021-01-20 HIVE-4-MAT: Advancing the Ontology Infrastructure for Materials Science Jane Greenberg, Xintong Zhao, Joseph Adair, Joan Boone, Xiaohua Tony Hu arXiv_CL arXiv_CL Recognition Knowledge Review Ontology Action Relation Relation_Extraction PDF
2021-01-16 A Survey on Extraction of Causal Relations from Natural Language Text Jie Yang, Soyeon Caren Han, Josiah Poon arXiv_CL arXiv_CL Represenation_Learning Knowledge Survey Action Deep_Learning Relation Relation_Extraction Attention PDF
2021-01-14 Structured Prediction as Translation between Augmented Natural Languages Giovanni Paolini, Ben Athiwaratkun, Jason Krone, Jie Ma, Alessandro Achille, Rishita Anubhai, Cicero Nogueira dos Santos, Bing Xiang, Stefano Soatto arXiv_CL arXiv_CL Tracking Recognition Pose Action Classification Relation Relation_Extraction Prediction PDF
2021-01-13 EventPlus: A Temporal Event Understanding Pipeline Mingyu Derek Ma, Jiao Sun, Mu Yang, Kung-Hsiang Huang, Nuan Wen, Shikhar Singh, Rujun Han, Nanyun Peng arXiv_AI arXiv_AI Knowledge Action Detection Relation Relation_Extraction Medical PDF
2021-01-11 BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer Po-Ting Lai, Zhiyong Lu arXiv_CL arXiv_CL Transformer Bert RNN Pose Action Relation Relation_Extraction Attention Medical PDF
2021-01-09 Learning Better Sentence Representation with Syntax Information Chen Yang (University of Science and Technology of China) arXiv_CL arXiv_CL Transformer Bert Text_Classification RNN Knowledge Pose Action Classification Relation Sentiment Relation_Extraction Language_Model PDF
2021-01-06 Curriculum-Meta Learning for Order-Robust Continual Relation Extraction Tongtong Wu, Xuekai Li, Yuan-Fang Li, Reza Haffari, Guilin Qi, Yujin Zhu, Guoqiang Xu arXiv_AI arXiv_AI Represenation_Learning Pose Action Quantitative Relation Relation_Extraction PDF
2021-01-06 Deep Neural Network Based Relation Extraction: An Overview Hailin Wang, Ke Qin, Rufai Yusuf Zakari, Guisong Liu, Guoming Lu arXiv_AI arXiv_AI Knowledge Pose Action Relation Relation_Extraction PDF
2021-01-01 MrGCN: Mirror Graph Convolution Network for Relation Extraction with Long-Term Dependencies Xiao Guo, I-Hung Hsu, Wael AbdAlmageed, Premkumar Natarajan, Nanyun Peng arXiv_AI arXiv_AI Pose Action Relation Relation_Extraction Attention PDF
2020-12-30 ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou arXiv_AI arXiv_AI Knowledge Pose Contrastive_Learning Action Relation Relation_Extraction Language_Model PDF
2020-12-27 An Embarrassingly Simple Model for Dialogue Relation Extraction Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng arXiv_CL arXiv_CL Bert Pose Action Classification Relation Relation_Extraction PDF
2020-12-21 Document-Level Relation Extraction with Reconstruction Wang Xu, Kehai Chen, Tiejun Zhao arXiv_CL arXiv_CL Reconstruction OCR Pose Action Classification Relation Relation_Extraction Attention Inference PDF
2020-12-21 BERTChem-DDI : Improved Drug-Drug Interaction Prediction from text using Chemical Structure Information Ishani Mondal arXiv_AI arXiv_AI Embedding Bert Knowledge Pose Action Relation Relation_Extraction Medical Language_Model Prediction PDF
2020-12-20 A hybrid deep-learning approach for complex biochemical named entity recognition Jian Liu, Lei Gao, Sujie Guo, Rui Ding, Xin Huang, Long Ye, Qinghua Meng, Asef Nazari, Dhananjay Thiruvady arXiv_CL arXiv_CL Transformer Recognition Bert RNN Pose Action Deep_Learning Relation Relation_Extraction Attention Medical PDF
2020-12-18 An Empirical Study of Using Pre-trained BERT Models for Vietnamese Relation Extraction Task at VLSP 2020 Pham Quang Nhat Minh arXiv_CL arXiv_CL Bert Pose Action Relation Relation_Extraction GAN PDF
2020-12-18 Regularized Attentive Capsule Network for Overlapped Relation Extraction Tianyi Liu, Xiangyu Lin, Weijia Jia, Mingliang Zhou, Wei Zhao arXiv_CL arXiv_CL Regularization Salient Knowledge Pose Action Relation Relation_Extraction Attention PDF
2020-12-17 InSRL: A Multi-view Learning Framework Fusing Multiple Information Sources for Distantly-supervised Relation Extraction Zhendong Chu, Haiyun Jiang, Yanghua Xiao, Wei Wang arXiv_CL arXiv_CL Sparse Represenation_Learning Knowledge Review Pose Action Relation Relation_Extraction Attention PDF
2020-12-16 Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference Yichao Zhou, Yu Yan, Rujun Han, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang arXiv_CL arXiv_CL Regularization Pose Action Relation Relation_Extraction Medical Inference PDF
2020-12-12 GDPNet: Refining Latent Multi-View Graph for Relation Extraction Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng arXiv_CL arXiv_CL Bert Pose Action Relation Relation_Extraction Prediction PDF
2020-12-09 Complex Relation Extraction: Challenges and Opportunities Haiyun Jiang, Qiaoben Bao, Qiao Cheng, Deqing Yang, Li Wang, Yanghua Xiao arXiv_CL arXiv_CL Knowledge Pose Action Relation Relation_Extraction PDF
2020-12-09 Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction George Stoica, Emmanouil Antonios Platanios, Barnabás Póczos arXiv_CL arXiv_CL Knowledge Knowledge_Graph Action Relation Relation_Extraction Prediction PDF
2020-12-08 From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension Lingyong Yan, Xianpei Han, Le Sun, Fangchao Liu, Ning Bian arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Denoising GAN PDF
2020-12-07 H-FND: Hierarchical False-Negative Denoising for Distant Supervision Relation Extraction Jhih-Wei Chen, Tsu-Jui Fu, Chen-Kang Lee, Wei-Yun Ma arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Denoising PDF
2020-12-07 Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification Chris Miller, Soroush Vosoughi arXiv_CL arXiv_CL Knowledge Knowledge_Graph Action Classification Relation Relation_Extraction PDF
2020-12-04 Event Guided Denoising for Multilingual Relation Learning Amith Ananthram, Emily Allaway, Kathleen McKeown arXiv_CL arXiv_CL Zero-Shot Pose Action Relation Few-Shot Relation_Extraction Denoising PDF
2020-12-04 DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues Qi Jia, Hongru Huang, Kenny Q. Zhu arXiv_CL arXiv_CL Pose Action Classification Relation Relation_Extraction PDF
2020-12-04 Coarse-to-Fine Entity Representations for Document-level Relation Extraction Damai Dai, Jing Ren, Shuang Zeng, Baobao Chang, Zhifang Sui arXiv_CL arXiv_CL Pose Action Classification Relation Relation_Extraction Attention PDF
2020-12-04 Financial Document Causality Detection Shared Task Dominique Mariko, Hanna Abi Akl, Estelle Labidurie, Stéphane Durfort, Hugues de Mazancourt, Mahmoud El-Haj arXiv_CL arXiv_CL Pose Action Classification Detection Relation Relation_Extraction PDF
2020-12-02 Automatic Extraction of Ranked SNP-Phenotype Associations from Literature through Detecting Neural Candidates, Negation and Modality Markers Behrouz Bokharaeian, Alberto Diaz arXiv_CL arXiv_CL Pose Action Detection Relation Relation_Extraction Medical PDF
2020-11-27 Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction Yixin Cao, Jun Kuang, Ming Gao, Aoying Zhou, Yonggang Wen, Tat-Seng Chua arXiv_CL arXiv_CL Embedding Transfer_Learning Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2020-11-27 Joint Extraction of Entity and Relation with Information Redundancy Elimination Yuanhao Shen, Jungang Han arXiv_AI arXiv_AI Recognition RNN Pose Action Classification Relation Relation_Extraction Attention Language_Model PDF
2020-11-24 Experiments on transfer learning architectures for biomedical relation extraction Walid Hafiane, Joel Legrand, Yannick Toussaint, Adrien Coulet arXiv_CL arXiv_CL Segmentation Transfer_Learning Bert Action Relation Relation_Extraction Medical PDF
2020-11-24 Dual Supervision Framework for Relation Extraction with Distant Supervision and Human Annotation Woohwan Jung, Kyuseok Shim arXiv_AI arXiv_AI Knowledge Pose Action Relation Relation_Extraction Prediction PDF
2020-11-20 Learning Informative Representations of Biomedical Relations with Latent Variable Models Harshil Shah, Julien Fauqueur arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Medical PDF
2020-11-19 Entity Recognition and Relation Extraction from Scientific and Technical Texts in Russian Elena Bruches, Alexey Pauls, Tatiana Batura, Vladimir Isachenko arXiv_CL arXiv_CL Recognition Pose Action Classification Relation Relation_Extraction PDF
2020-11-19 Relation Extraction with Contextualized Relation Embedding Xiaoyu Chen, Rohan Badlani arXiv_CL arXiv_CL Embedding Knowledge Pose Action Relation Relation_Extraction PDF
2020-11-16 EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation Yang Jiao, Guangming Shi, Trac D. Tran arXiv_CV arXiv_CV Segmentation Unsupervised Pose Action Relation Relation_Extraction Optical_Flow Inference PDF
2020-11-13 Zero-shot Learning for Relation Extraction Jiaying Gong, Hoda Eldardiry arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Action Relation Few-Shot Relation_Extraction PDF
2020-11-12 Biomedical Named Entity Recognition at Scale Veysel Kocaman, David Talby arXiv_AI arXiv_AI Embedding Recognition Bert RNN Action Deep_Learning Detection Relation Relation_Extraction Medical Inference PDF
2020-11-10 Biomedical Information Extraction for Disease Gene Prioritization Jupinder Parmar, William Koehler, Martin Bringmann, Katharina Sophia Volz, Berk Kapicioglu arXiv_CL arXiv_CL Recognition Knowledge Knowledge_Graph Action Relation Relation_Extraction Medical PDF
2020-11-08 Denoising Relation Extraction from Document-level Distant Supervision Chaojun Xiao, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Maosong Sun, Fen Lin, Leyu Lin arXiv_CL arXiv_CL OCR Pose Action Relation Relation_Extraction Denoising PDF
2020-11-03 Joint Entity and Relation Extraction with Set Prediction Networks Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao, Xiangrong Zeng, Shengping Liu arXiv_CL arXiv_CL Transformer Pose Action Relation Relation_Extraction Prediction Matching PDF
2020-11-01 Investigation of BERT Model on Biomedical Relation Extraction Based on Revised Fine-tuning Mechanism Peng Su, K. Vijay-Shanker arXiv_CL arXiv_CL Transformer Bert Knowledge Action Classification Relation Relation_Extraction Medical PDF
2020-10-30 A Sui Generis QA Approach using RoBERTa for Adverse Drug Event Identification Harshit Jain, Nishant Raj, Suyash Mishra arXiv_AI arXiv_AI Bert RNN Memory_Networks Action Relation Relation_Extraction Attention Medical QA PDF
2020-10-30 Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction Tong Zhu, Haitao Wang, Junjie Yu, Xiabing Zhou, Wenliang Chen, Wei Zhang, Min Zhang arXiv_CL arXiv_CL Knowledge Action Relation Relation_Extraction PDF
2020-10-29 AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts Taylor Shin, Yasaman Razeghi, Robert L. Logan IV, Eric Wallace, Sameer Singh arXiv_CL arXiv_CL Knowledge Action Relation Sentiment Relation_Extraction Inference Language_Model PDF
2020-10-29 RuREBus: a Case Study of Joint Named Entity Recognition and Relation Extraction from e-Government Domain Vitaly Ivanin, Ekaterina Artemova, Tatiana Batura, Vladimir Ivanov, Veronika Sarkisyan, Elena Tutubalina, Ivan Smurov arXiv_CL arXiv_CL Transformer Recognition Action Relation Relation_Extraction PDF
2020-10-27 WNUT-2020 Task 1 Overview: Extracting Entities and Relations from Wet Lab Protocols Jeniya Tabassum, Sydney Lee, Wei Xu, Alan Ritter arXiv_CL arXiv_CL Recognition Action Relation Relation_Extraction PDF
2020-10-27 Improving Reinforcement Learning for Neural Relation Extraction with Hierarchical Memory Extractor Jianing Wang, Chong Su arXiv_AI arXiv_AI Reinforcement_Learning Pose Action Classification Relation Relation_Extraction Autonomous PDF
2020-10-26 TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking Yucheng Wang, Bowen Yu, Yueyang Zhang, Tingwen Liu, Hongsong Zhu, Limin Sun arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Attention Inference PDF
2020-10-24 A Frustratingly Easy Approach for Joint Entity and Relation Extraction Zexuan Zhong, Danqi Chen arXiv_CL arXiv_CL Action Relation Relation_Extraction Inference Prediction PDF
2020-10-24 Effective Distant Supervision for Temporal Relation Extraction Xinyu Zhao, Shih-ting Lin, Greg Durrett arXiv_CL arXiv_CL Transformer Zero-Shot Action Relation Few-Shot Relation_Extraction PDF
2020-10-22 Exploit Multiple Reference Graphs for Semi-supervised Relation Extraction Wanli Li, Tieyun Qian arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction PDF
2020-10-21 Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling Wenxuan Zhou, Kevin Huang, Tengyu Ma, Jing Huang arXiv_CL arXiv_CL OCR Pose Action Classification Relation Relation_Extraction Attention Medical Language_Model PDF
2020-10-20 Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation Laurel Orr, Megan Leszczynski, Simran Arora, Sen Wu, Neel Guha, Xiao Ling, Christopher Re arXiv_AI arXiv_AI Transformer Knowledge Self-Supervised Action Relation Relation_Extraction PDF
2020-10-17 Active Testing: An Unbiased Evaluation Method for Distantly Supervised Relation Extraction Pengshuai Li, Xinsong Zhang, Weijia Jia, Wei Zhao arXiv_CL arXiv_CL Optimization Pose Action Relation Relation_Extraction PDF
2020-10-16 Cross-Lingual Relation Extraction with Transformers Jian Ni, Taesun Moon, Parul Awasthy, Radu Florian arXiv_AI arXiv_AI Transformer Unsupervised Zero-Shot Represenation_Learning Pose Action Relation Relation_Extraction PDF
2020-10-15 TDRE: A Tensor Decomposition Based Approach for Relation Extraction Bin-Bin Zhao, Liang Li, Hui-Dong Zhang arXiv_AI arXiv_AI Embedding Pose Action Classification Relation Relation_Extraction PDF
2020-10-15 Named Entity Recognition and Relation Extraction using Enhanced Table Filling by Contextualized Representations Youmi Ma, Tatsuya Hiraoka, Naoaki Okazaki arXiv_CL arXiv_CL Embedding Recognition Pose Action Relation Relation_Extraction Prediction PDF
2020-10-14 Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion Ankur Goswami, Akshata Bhat, Hadar Ohana, Theodoros Rekatsinas arXiv_CL arXiv_CL Unsupervised Self-Supervised Action Relation Relation_Extraction Inference Language_Model Prediction Matching PDF
2020-10-13 Joint Constrained Learning for Event-Event Relation Extraction Haoyu Wang, Muhao Chen, Hongming Zhang, Dan Roth arXiv_AI arXiv_AI Pose Action Relation Relation_Extraction GAN Inference PDF
2020-10-12 BioMegatron: Larger Biomedical Domain Language Model Hoo-Chang Shin, Yang Zhang, Evelina Bakhturina, Raul Puri, Mostofa Patwary, Mohammad Shoeybi, Raghav Mani arXiv_CL arXiv_CL Recognition Action Relation Relation_Extraction Medical Language_Model PDF
2020-10-09 Relation Extraction as Two-way Span-Prediction Amir DN Cohen, Shachar Rosenman, Yoav Goldberg arXiv_CL arXiv_CL Embedding Action Classification Relation Relation_Extraction Prediction QA PDF
2020-10-08 Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders Jue Wang, Wei Lu arXiv_CL arXiv_CL Recognition Represenation_Learning Pose Action Relation Relation_Extraction PDF
2020-10-08 Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention Yang Li, Tao Shen, Guodong Long, Jing Jiang, Tianyi Zhou, Chengqi Zhang arXiv_CL arXiv_CL Knowledge Pose Action Relation Relation_Extraction Attention PDF
2020-10-07 Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data Shachar Rosenman, Alon Jacovi, Yoav Goldberg arXiv_CL arXiv_CL Action Relation Relation_Extraction PDF
2020-10-07 Understanding Clinical Trial Reports:Extracting Medical Entities and Their Relations Benjamin E. Nye, Jay DeYoung, Eric Lehman, Ani Nenkova, Iain J. Marshall, Byron C. Wallace arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Medical PDF
2020-10-06 Semi-supervised Relation Extraction via Incremental Meta Self-Training Xuming Hu, Fukun Ma, Chenyao Liu, Chenwei Zhang, Lijie Wen, Philip S. Yu arXiv_CL arXiv_CL Pose Action Classification Relation Relation_Extraction PDF
2020-10-05 Learning from Context or Names? An Empirical Study on Neural Relation Extraction Hao Peng, Tianyu Gao, Xu Han, Yankai Lin, Peng Li, Zhiyuan Liu, Maosong Sun, Jie Zhou arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Prediction PDF
2020-10-01 An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training Kristjan Arumae, Qing Sun, Parminder Bhatia arXiv_CL arXiv_CL Recognition Action Relation Relation_Extraction Medical Language_Model PDF
2020-09-30 RDSGAN: Rank-based Distant Supervision Relation Extraction with Generative Adversarial Framework Guoqing Luo, Jiaxin Pan, Min Peng arXiv_CL arXiv_CL Adversarial Pose Action Relation Relation_Extraction Attention GAN PDF
2020-09-29 Double Graph Based Reasoning for Document-level Relation Extraction Shuang Zeng, Runxin Xu, Baobao Chang, Lei Li arXiv_AI arXiv_AI OCR Pose Action Relation Relation_Extraction Inference PDF
2020-09-26 Reinforcement Learning-based N-ary Cross-Sentence Relation Extraction Chenhan Yuan, Ryan Rossi, Andrew Katz, Hoda Eldardiry arXiv_CL arXiv_CL Reinforcement_Learning Pose Action Relation Relation_Extraction Attention PDF
2020-09-26 Clustering-based Unsupervised Generative Relation Extraction Chenhan Yuan, Ryan Rossi, Andrew Katz, Hoda Eldardiry arXiv_CL arXiv_CL Unsupervised Knowledge Self-Supervised Pose Action Relation Relation_Extraction PDF
2020-09-26 DWIE: an entity-centric dataset for multi-task document-level information extraction Klim Zaporojets, Johannes Deleu, Chris Develder, Thomas Demeester arXiv_CL arXiv_CL Recognition Represenation_Learning Pose Action Classification Detection Relation Relation_Extraction Prediction PDF
2020-09-23 A Comparative Study on Structural and Semantic Properties of Sentence Embeddings Alexander Kalinowski, Yuan An arXiv_CL arXiv_CL Transformer Embedding Bert Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2020-09-22 Let's Stop Incorrect Comparisons in End-to-end Relation Extraction! Bruno Taillé, Vincent Guigue, Geoffrey Scoutheeten, Patrick Gallinari arXiv_AI arXiv_AI Bert Pose Action Relation Relation_Extraction Language_Model PDF
2020-09-22 Global-to-Local Neural Networks for Document-Level Relation Extraction Difeng Wang, Wei Hu, Ermei Cao, Weijian Sun arXiv_AI arXiv_AI Pose Action Relation Relation_Extraction PDF
2020-09-20 Relation Extraction from Biomedical and Clinical Text: Unified Multitask Learning Framework Shweta Yadav, Srivatsa Ramesh, Sriparna Saha, Asif Ekbal arXiv_CL arXiv_CL Embedding Knowledge Adversarial Pose Action Deep_Learning Relation Relation_Extraction Medical Prediction PDF
2020-09-18 RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Isaiah Onando Mulang', Saeedeh Shekarpour, Johannes Hoffart arXiv_AI arXiv_AI Knowledge Knowledge_Graph Action Relation Relation_Extraction PDF
2020-09-17 Finding Influential Instances for Distantly Supervised Relation Extraction Zifeng Wang, Rui Wen, Xi Chen, Shao-Lun Huang, Ningyu Zhang, Yefeng Zheng arXiv_AI arXiv_AI Pose Action Deep_Learning Relation Relation_Extraction PDF
2020-09-16 Deep Learning Approaches for Extracting Adverse Events and Indications of Dietary Supplements from Clinical Text Yadan Fan, Sicheng Zhou, Yifan Li, Rui Zhang arXiv_CL arXiv_CL Transformer Recognition Bert RNN Knowledge Action Deep_Learning Relation Relation_Extraction Attention CNN PDF
2020-09-16 Leveraging Semantic Parsing for Relation Linking over Knowledge Bases Nandana Mihindukulasooriya, Gaetano Rossiello, Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Mo Yu, Alfio Gliozzo, Salim Roukos, Alexander Gray arXiv_AI arXiv_AI Knowledge Pose Face Action Relation Relation_Extraction QA PDF
2020-09-16 Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction Haoran Zhang, Qianying Liu, Aysa Xuemo Fan, Heng Ji, Daojian Zeng, Fei Cheng, Daisuke Kawahara, Sadao Kurohashi arXiv_AI arXiv_AI Pose Action Relation Relation_Extraction PDF
2020-09-15 Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction Rujun Han, Yichao Zhou, Nanyun Peng arXiv_AI arXiv_AI Knowledge Pose Action Deep_Learning Relation Relation_Extraction Inference Language_Model Prediction PDF
2020-09-15 Cascaded Models for Better Fine-Grained Named Entity Recognition Parul Awasthy, Taesun Moon, Jian Ni, Radu Florian arXiv_CL arXiv_CL Transformer Recognition Action Relation Relation_Extraction PDF
2020-09-14 Can Fine-tuning Pre-trained Models Lead to Perfect NLP? A Study of the Generalizability of Relation Extraction Ningyu Zhang, Luoqiu Li, Shumin Deng, Haiyang Yu, Xu Cheng, Wei Zhang, Huajun Chen arXiv_CL arXiv_CL Bert Adversarial Pose Action Relation Relation_Extraction PDF
2020-09-10 Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks Hui Chen, Pengfei Hong, Wei Han, Navonil Majumder, Soujanya Poria arXiv_CL arXiv_CL Knowledge Knowledge_Graph Action Relation Relation_Extraction Attention PDF
2020-09-10 Meta-Learning with Sparse Experience Replay for Lifelong Language Learning Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova arXiv_CL arXiv_CL Text_Classification Sparse Knowledge Pose Action Classification Deep_Learning Relation Relation_Extraction PDF
2020-09-08 Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function Devendra Singh Sachan, Manzil Zaheer, Ruslan Salakhutdinov arXiv_CL arXiv_CL Unsupervised Text_Classification RNN Adversarial Action Classification Relation Sentiment Relation_Extraction Language_Model PDF
2020-09-01 Extracting Semantic Concepts and Relations from Scientific Publications by Using Deep Learning Fatima N. AL-Aswadi, Huah Yong Chan, Keng Hoon Gan arXiv_CL arXiv_CL Knowledge Ontology Action Deep_Learning Relation Relation_Extraction PDF
2020-08-31 SemEval-2020 Task 6: Definition extraction from free text with the DEFT corpus Sasha Spala, Nicholas A Miller, Franck Dernoncourt, Carl Dockhorn arXiv_CL arXiv_CL Action Classification Relation Relation_Extraction PDF
2020-08-28 Two Step Joint Model for Drug Drug Interaction Extraction Siliang Tang, Qi Zhang, Tianpeng Zheng, Mengdi Zhou, Zhan Chen, Lixing Shen, Xiang Ren, Yueting Zhuang, Shiliang Pu, Fei Wu arXiv_CL arXiv_CL Recognition Pose Action Relation Relation_Extraction PDF
2020-08-27 Entity and Evidence Guided Relation Extraction for DocRED Kevin Huang, Guangtao Wang, Tengyu Ma, Jing Huang arXiv_CL arXiv_CL OCR Bert Pose Action Relation Relation_Extraction Attention Language_Model Prediction PDF
2020-08-20 Do Syntax Trees Help Pre-trained Transformers Extract Information? Devendra Singh Sachan, Yuhao Zhang, Peng Qi, William Hamilton arXiv_CL arXiv_CL Transformer Recognition Bert Pose Action Relation Relation_Extraction Attention PDF
2020-08-12 Distantly Supervised Relation Extraction in Federated Settings Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Denoising PDF
2020-08-02 Relation Extraction with Self-determined Graph Convolutional Network Sunil Kumar Sahu, Derek Thomas, Billy Chiu, Neha Sengupta, Mohammady Mahdy arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Attention CNN PDF
2020-07-25 NoPropaganda at SemEval-2020 Task 11: A Borrowed Approach to Sequence Tagging and Text Classification Ilya Dimov, Vladislav Korzun, Ivan Smurov arXiv_CL arXiv_CL Transformer Text_Classification RNN Action Classification Detection Relation Relation_Extraction GAN PDF
2020-07-04 Pynsett: A programmable relation extractor Alberto Cetoli arXiv_AI arXiv_AI Pose Action Relation Relation_Extraction Matching PDF
2020-06-26 TURL: Table Understanding through Representation Learning Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu arXiv_CL arXiv_CL Transformer Unsupervised Represenation_Learning Knowledge Pose Action Relation Relation_Extraction PDF
2020-06-23 Neural relation extraction: a survey Mehmet Aydar, Ozge Bozal, Furkan Ozbay arXiv_CL arXiv_CL Review Survey Action Deep_Learning Relation Relation_Extraction PDF
2020-06-15 Extracting N-ary Cross-sentence Relations using Constrained Subsequence Kernel Sachin Pawar, Pushpak Bhattacharyya, Girish K. Palshikar arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Medical PDF
2020-06-07 Semantic Loss Application to Entity Relation Recognition Venkata Sasank Pagolu arXiv_CL arXiv_CL Recognition RNN Knowledge Action Relation Relation_Extraction PDF
2020-06-05 Relation of the Relations: A New Paradigm of the Relation Extraction Problem Zhijing Jin, Yongyi Yang, Xipeng Qiu, Zheng Zhang arXiv_CL arXiv_CL Transformer Pose Action Relation Relation_Extraction Prediction PDF
2020-05-31 Benchmarking BioRelEx for Entity Tagging and Relation Extraction Abhinav Bhatt, Kaustubh D. Dhole arXiv_CL arXiv_CL Embedding Action Relation Relation_Extraction Attention PDF
2020-05-31 Recognizing Chinese Judicial Named Entity using BiLSTM-CRF Pin Tang, Pinli Yang, Yuang Shi, Yi Zhou, Feng Lin, Yan Wang arXiv_CL arXiv_CL Recognition Optimization RNN Knowledge Pose Action Deep_Learning Relation Relation_Extraction PDF
2020-05-29 A Comparative Study of Lexical Substitution Approaches based on Neural Language Models Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy, Alexander Panchenko arXiv_CL arXiv_CL Bert Action Relation Relation_Extraction Language_Model PDF
2020-05-26 A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction Saadullah Amin, Katherine Ann Dunfield, Anna Vechkaeva, Günter Neumann arXiv_CL arXiv_CL Bert Knowledge Knowledge_Graph Action Classification Relation Relation_Extraction Medical PDF
2020-05-17 Semi-Automating Knowledge Base Construction for Cancer Genetics Somin Wadhwa, Kanhua Yin, Kevin S. Hughes, Byron C. Wallace arXiv_CL arXiv_CL Transformer Knowledge Pose Face Action Relation Relation_Extraction PDF
2020-05-15 A Scientific Information Extraction Dataset for Nature Inspired Engineering Ruben Kruiper, Julian F.V. Vincent, Jessica Chen-Burger, Marc P.Y. Desmulliez, Ioannis Konstas arXiv_CL arXiv_CL Knowledge Action Relation Relation_Extraction Medical PDF
2020-05-15 In Layman's Terms: Semi-Open Relation Extraction from Scientific Texts Ruben Kruiper, Julian F.V. Vincent, Jessica Chen-Burger, Marc P.Y. Desmulliez, Ioannis Konstas arXiv_CL arXiv_CL Action Relation Relation_Extraction PDF
2020-05-14 ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages Colin Lockard, Prashant Shiralkar, Xin Luna Dong, Hannaneh Hajishirzi arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Action Relation Relation_Extraction PDF
2020-05-14 An Evaluation of Recent Neural Sequence Tagging Models in Turkish Named Entity Recognition Gizem Aras, Didem Makaroglu, Seniz Demir, Altan Cakir arXiv_CL arXiv_CL Transformer Transfer_Learning Recognition RNN Pose Action Relation Relation_Extraction PDF
2020-05-13 PERLEX: A Bilingual Persian-English Gold Dataset for Relation Extraction Majid Asgari-Bidhendi, Mehrdad Nasser, Behrooz Janfada, Behrouz Minaei-Bidgoli arXiv_CL arXiv_CL Bert Knowledge Pose Action Deep_Learning Relation Relation_Extraction PDF
2020-05-13 Reasoning with Latent Structure Refinement for Document-Level Relation Extraction Guoshun Nan, Zhijiang Guo, Ivan Sekulić, Wei Lu arXiv_CL arXiv_CL OCR Pose Action Relation Relation_Extraction Inference PDF
2020-05-08 Adversarial Learning for Supervised and Semi-supervised Relation Extraction in Biomedical Literature Peng Su, K. Vijay-Shanker arXiv_CL arXiv_CL Adversarial Action Relation Relation_Extraction Medical PDF
2020-05-06 An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining Yifan Peng, Qingyu Chen, Zhiyong Lu arXiv_CL arXiv_CL Transformer Recognition Bert Action Relation Relation_Extraction Medical Inference PDF
2020-05-05 ExpBERT: Representation Engineering with Natural Language Explanations Shikhar Murty, Pang Wei Koh, Percy Liang arXiv_CL arXiv_CL Bert Pose Action Relation Relation_Extraction PDF
2020-05-04 FarsBase-KBP: A Knowledge Base Population System for the Persian Knowledge Graph Majid Asgari-Bidhendi, Behrooz Janfada, Behrouz Minaei-Bidgoli arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2020-05-04 pyBART: Evidence-based Syntactic Transformations for IE Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty arXiv_CL arXiv_CL Action Relation Relation_Extraction PDF
2020-05-01 Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations Kai Sun, Richong Zhang, Samuel Mensah, Yongyi Mao, Xudong Liu arXiv_CL arXiv_CL Recognition Pose Action Relation Relation_Extraction PDF
2020-04-30 Revisiting Unsupervised Relation Extraction Thy Thy Tran, Phong Le, Sophia Ananiadou arXiv_CL arXiv_CL Unsupervised Knowledge Face Action Relation Relation_Extraction PDF
2020-04-30 TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task Christoph Alt, Aleksandra Gabryszak, Leonhard Hennig arXiv_CL arXiv_CL Unsupervised Knowledge Action Classification Relation Relation_Extraction PDF
2020-04-30 A Focused Study to Compare Arabic Pre-training Models on Newswire IE Tasks Wuwei Lan, Yang Chen, Wei Xu, Alan Ritter arXiv_CL arXiv_CL Transfer_Learning Recognition Bert Speech Pose Action Relation Sentiment Relation_Extraction Inference Language_Model PDF
2020-04-29 Distantly-Supervised Neural Relation Extraction with Side Information using BERT Johny Moreira, Chaina Oliveira, David Macedo, Cleber Zanchettin, Luciano Barbosa arXiv_CL arXiv_CL Embedding Bert Knowledge Pose Action Relation Relation_Extraction PDF
2020-04-29 Exploring the Suitability of Semantic Spaces as Word Association Models for the Extraction of Semantic Relationships Epaminondas Kapetanios, Vijayan Sugumaran, Anastassia Angelopoulou arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Action Relation Relation_Extraction PDF
2020-04-28 A Practical Framework for Relation Extraction with Noisy Labels Based on Doubly Transitional Loss Shanchan Wu, Kai Fan arXiv_AI arXiv_AI Pose Action Deep_Learning Relation Relation_Extraction PDF
2020-04-22 Contextualised Graph Attention for Improved Relation Extraction Angrosh Mandya, Danushka Bollegala, Frans Coenen arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Attention PDF
2020-04-21 Learning Relation Ties with a Force-Directed Graph in Distant Supervised Relation Extraction Yuming Shang, Heyan Huang, Xin Sun, Xianling Mao arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction PDF
2020-04-21 Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents Daoyuan Chen, Yaliang Li, Kai Lei, Ying Shen arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2020-04-17 Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction Christoph Alt, Aleksandra Gabryszak, Leonhard Hennig arXiv_CL arXiv_CL Knowledge Speech Action Relation Relation_Extraction PDF
2020-04-17 Dialogue-Based Relation Extraction Dian Yu, Kai Sun, Claire Cardie, Dong Yu arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Prediction PDF
2020-04-16 LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation Dong-Ho Lee, Rahul Khanna, Bill Yuchen Lin, Jamin Chen, Seyeon Lee, Qinyuan Ye, Elizabeth Boschee, Leonardo Neves, Xiang Ren arXiv_AI arXiv_AI Recognition Action Classification Relation Sentiment Relation_Extraction Recommendation PDF
2020-04-13 Robustly Pre-trained Neural Model for Direct Temporal Relation Extraction Hong Guan, Jianfu Li, Hua Xu, Murthy Devarakonda arXiv_CL arXiv_CL Transformer Bert Action Relation Relation_Extraction Language_Model PDF
2020-04-13 Improving Scholarly Knowledge Representation: Evaluating BERT-based Models for Scientific Relation Classification Ming Jiang, Jennifer D'Souza, Sören Auer, J. Stephen Downie arXiv_CL arXiv_CL Bert Sparse Knowledge Action Classification Relation Relation_Extraction GAN Recommendation PDF
2020-04-08 Downstream Model Design of Pre-trained Language Model for Relation Extraction Task Cheng Li, Ye Tian arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Language_Model PDF
2020-04-07 Efficient long-distance relation extraction with DG-SpanBERT Jun Chen, Robert Hoehndorf, Mohamed Elhoseiny, Xiangliang Zhang arXiv_AI arXiv_AI Bert Pose Action Relation Relation_Extraction CNN Language_Model PDF
2020-04-07 A Corpus Study and Annotation Schema for Named Entity Recognition and Relation Extraction of Business Products Saskia Schön, Veselina Mironova, Aleksandra Gabryszak, Leonhard Hennig arXiv_CL arXiv_CL Recognition Pose Face Action Relation Relation_Extraction PDF
2020-04-07 A German Corpus for Fine-Grained Named Entity Recognition and Relation Extraction of Traffic and Industry Events Martin Schiersch, Veselina Mironova, Maximilian Schmitt, Philippe Thomas, Aleksandra Gabryszak, Leonhard Hennig arXiv_CL arXiv_CL Recognition Action Relation Relation_Extraction PDF
2020-04-07 More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction Xu Han, Tianyu Gao, Yankai Lin, Hao Peng, Yaoliang Yang, Chaojun Xiao, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou arXiv_CL arXiv_CL Knowledge Review Action Relation Relation_Extraction Matching PDF
2020-04-06 DARE: Data Augmented Relation Extraction with GPT-2 Yannis Papanikolaou, Andrea Pierleoni arXiv_CL arXiv_CL Bert Action Relation Relation_Extraction Medical PDF
2020-04-06 SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction Xuming Hu, Lijie Wen, Yusong Xu, Chenwei Zhang, Philip S. Yu arXiv_AI arXiv_AI Unsupervised Self-Supervised Pose Action Classification Relation Relation_Extraction Language_Model PDF
2020-03-29 Named Entities in Medical Case Reports: Corpus and Experiments Sarah Schulz, Jurica Ševa, Samuel Rodriguez, Malte Ostendorff, Georg Rehm arXiv_CL arXiv_CL Recognition Action Detection Relation Relation_Extraction Medical PDF
2020-03-28 HIN: Hierarchical Inference Network for Document-Level Relation Extraction Hengzhu Tang, Yanan Cao, Zhenyu Zhang, Jiangxia Cao, Fang Fang, Shi Wang, Pengfei Yin arXiv_CL arXiv_CL OCR Bert Pose Action Relation Relation_Extraction Inference PDF
2020-03-26 Common-Knowledge Concept Recognition for SEVA Jitin Krishnan, Patrick Coronado, Hemant Purohit, Huzefa Rangwala arXiv_CL arXiv_CL Recognition Knowledge Knowledge_Graph Action Classification Relation Relation_Extraction Language_Model PDF
2020-03-24 Cross-Lingual Adaptation Using Universal Dependencies Nasrin Taghizadeh, Heshaam Faili arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction PDF
2020-03-16 Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton, Christopher D. Manning arXiv_CL arXiv_CL Recognition Speech Face Action Relation Relation_Extraction PDF
2020-03-10 Hybrid Attention-Based Transformer Block Model for Distant Supervision Relation Extraction Yan Xiao, Yaochu Jina, Ran Cheng, Kuangrong Hao arXiv_CL arXiv_CL Transformer Knowledge Pose Action Relation Relation_Extraction Attention PDF
2020-03-06 Distributional semantic modeling: a revised technique to train term/word vector space models applying the ontology-related approach Oleksandr Palagin, Vitalii Velychko, Kyrylo Malakhov, Oleksandr Shchurov arXiv_AI arXiv_AI Embedding Knowledge Ontology Action Relation Relation_Extraction PDF
2020-02-23 Parasitic Neural Network for Zero-Shot Relation Extraction Shengbin Jia, Shijia E, Yang Xiang arXiv_AI arXiv_AI Zero-Shot Pose Action Relation Relation_Extraction PDF
2020-02-18 Neural Relation Prediction for Simple Question Answering over Knowledge Graph Amin Abolghasemi, Saeedeh Momtazi arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction Prediction Matching PDF
2020-02-17 Hierarchical Rule Induction Network for Abstract Visual Reasoning Sheng Hu, Yuqing Ma, Xianglong Liu, Yanlu Wei, Shihao Bai arXiv_AI arXiv_AI Embedding Pose Action Relation Relation_Extraction CNN PDF
2020-02-15 Deeper Task-Specificity Improves Joint Entity and Relation Extraction Phil Crone arXiv_CL arXiv_CL Recognition RNN Pose Action Relation Relation_Extraction PDF
2019-12-09 Effective Attention Modeling for Neural Relation Extraction Tapas Nayak, Hwee Tou Ng arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Attention PDF
2019-12-06 Integrating Deep Learning with Logic Fusion for Information Extraction Wenya Wang, Sinno Jialin Pan arXiv_CL arXiv_CL Recognition Regularization Knowledge Pose Action Deep_Learning Relation Relation_Extraction PDF
2019-12-04 Enhancing Relation Extraction Using Syntactic Indicators and Sentential Contexts Qiongxing Tao, Xiangfeng Luo, Hao Wang arXiv_CL arXiv_CL Knowledge Pose Action Relation Relation_Extraction PDF
2019-12-02 Simultaneously Linking Entities and Extracting Relations from Biomedical Text Without Mention-level Supervision Trapit Bansal, Pat Verga, Neha Choudhary, Andrew McCallum arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Medical PDF
2019-11-28 Improving Neural Relation Extraction with Positive and Unlabeled Learning Zhengqiu He, Wenliang Chen, Yuyi Wang, Wei zhang, Guanchun Wang, Min Zhang arXiv_CL arXiv_CL Reinforcement_Learning Pose Action Relation Relation_Extraction Prediction PDF
2019-11-27 Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction Yang Li, Guodong Long, Tao Shen, Tianyi Zhou, Lina Yao, Huan Huo, Jing Jiang arXiv_CL arXiv_CL Embedding Pose Action Classification Relation Relation_Extraction Attention PDF
2019-11-26 Integrating Relation Constraints with Neural Relation Extractors Yuan Ye, Yansong Feng, Bingfeng Luo, Yuxuan Lai, Dongyan Zhao arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Prediction PDF
2019-11-22 Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction Tapas Nayak, Hwee Tou Ng arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction PDF
2019-11-22 Are Noisy Sentences Useless for Distant Supervised Relation Extraction? Yuming Shang arXiv_CL arXiv_CL Unsupervised Pose Action Detection Relation Object_Detection Relation_Extraction Attention PDF
2019-11-21 Chemical-protein Interaction Extraction via Gaussian Probability Distribution and External Biomedical Knowledge Cong Sun, Zhihao Yang, Leilei Su, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang arXiv_CL arXiv_CL Bert Knowledge Pose Action Relation Relation_Extraction Attention Medical PDF
2019-11-15 DNNRE: A Dynamic Neural Network for Distant Supervised Relation Extraction Yanjie Gou, Yinjie Lei, Lingqiao Liu, Pingping Zhang, Jingyi Zhang, Xi Peng arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Prediction PDF
2019-11-13 KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhiyuan Liu, Juanzi Li, Jian Tang arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction Inference PDF
2019-11-11 Leveraging Dependency Forest for Neural Medical Relation Extraction Linfeng Song, Yue Zhang, Daniel Gildea, Mo Yu, Zhiguo Wang Jinsong Su arXiv_CL