Sentiment_Classification

Sentiment_Classification

• 2022-12-01 Embedding generation for text classification of Brazilian Portuguese user reviews: from bag-of-words to transformers    Frederico Dias Souza, João Baptista de Oliveira e Souza Filho arXiv_AI arXiv_AI  Transformer  Embedding  Sentiment_Classification  Text_Classification  RNN  Review  Face  Classification  Deep_Learning  Sentiment  CNN  Language_Model  PDF
• 2022-11-24 Using Selective Masking as a Bridge between Pre-training and Fine-tuning    Tanish Lad, Himanshu Maheshwari, Shreyas Kottukkal, Radhika Mamidi arXiv_CL arXiv_CL  Transformer  Bert  Sentiment_Classification  Pose  Classification  Sentiment  Language_Model  PDF
• 2022-11-24 Multitask Learning for Low Resource Spoken Language Understanding    Quentin Meeus, Marie-Francine Moens, Hugo Van hamme arXiv_CL arXiv_CL  Recognition  Sentiment_Classification  Speech  Classification  Sentiment  Speech_Recognition  PDF
• 2022-10-29 Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations    Yu Fei, Ping Nie, Zhao Meng, Roger Wattenhofer, Mrinmaya Sachan arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Zero-Shot  Text_Classification  Knowledge  Classification  Sentiment  Language_Model  PDF
• 2022-10-29 Sentiment Classification of Code-Switched Text using Pre-trained Multilingual Embeddings and Segmentation    Saurav K. Aryal, Howard Prioleau, Gloria Washington arXiv_CL arXiv_CL  Segmentation  Embedding  Sentiment_Classification  Pose  Classification  Sentiment  PDF
• 2022-10-22 NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation    Phillip Howard, Gadi Singer, Vasudev Lal, Yejin Choi, Swabha Swayamdipta arXiv_CL arXiv_CL  Sentiment_Classification  Classification  Sentiment  Language_Model  PDF
• 2022-10-21 Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals    Maarten De Raedt, Fréderic Godin, Chris Develder, Thomas Demeester arXiv_CL arXiv_CL  Sentiment_Classification  Text_Classification  Pose  Action  Classification  Sentiment  Language_Model  PDF
• 2022-10-18 Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis    Shuai Fan, Chen Lin, Haonan Li, Zhenghao Lin, Jinsong Su, Hang Zhang, Yeyun Gong, Jian Guo, Nan Duan arXiv_CL arXiv_CL  Transformer  Sentiment_Classification  Knowledge  Pose  Contrastive_Learning  Classification  Sentiment  Language_Model  PDF
• 2022-10-18 Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models    Zhiyuan Zhang, Lingjuan Lyu, Xingjun Ma, Chenguang Wang, Xu Sun arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Classification  Sentiment  Language_Model  PDF
• 2022-10-11 Transfer Learning with Joint Fine-Tuning for Multimodal Sentiment Analysis    Guilherme Lourenço de Toledo, Ricardo Marcondes Marcacini arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Bert  Sentiment_Classification  Classification  Sentiment  PDF
• 2022-10-06 Augmentor or Filter? Reconsider the Role of Pre-trained Language Model in Text Classification Augmentation    Heng Yang, Ke Li arXiv_CL arXiv_CL  Sentiment_Classification  Text_Classification  Pose  Classification  Sentiment  Few-Shot  Language_Model  PDF
• 2022-10-04 Explaining Patterns in Data with Language Models via Interpretable Autoprompting    Chandan Singh, John X. Morris, Jyoti Aneja, Alexander M. Rush, Jianfeng Gao arXiv_AI arXiv_AI  Sentiment_Classification  Classification  Sentiment  Language_Model  PDF
• 2022-09-08 Does Attention Mechanism Possess the Feature of Human Reading? A Perspective of Sentiment Classification Task    Lei Zhao, Yingyi Zhang, Chengzhi Zhang arXiv_CL arXiv_CL  Tracking  Sentiment_Classification  Pose  Classification  Deep_Learning  Sentiment  Attention  PDF
• 2022-09-06 Zero-shot Aspect-level Sentiment Classification via Explicit Utilization of Aspect-to-Document Sentiment Composition    Pengfei Deng, Jianhua Yuan, Yanyan Zhao, Bing Qin arXiv_CL arXiv_CL  Sentiment_Classification  Zero-Shot  Review  Pose  Classification  Sentiment  PDF
• 2022-08-24 A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment Analysis    Wei Chen, Jinglong Du, Zhao Zhang, Fuzhen Zhuang, Zhongshi He arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Action  Classification  Relation  Sentiment  PDF
• 2022-08-19 Aspect-based Sentiment Classification with Sequential Cross-modal Semantic Graph    Yufeng Huang, Zhuo Chen, Wen Zhang, Jiaoyan Chen, Jeff Z. Pan, Zhen Yao, Yujie Xie, Huajun Chen arXiv_CV arXiv_CV  Image_Caption  Sentiment_Classification  Pose  Classification  Relation  Sentiment  Caption  PDF
• 2022-08-18 Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification    Quanshi Zhang, Xu Cheng, Yilan Chen, Zhefan Rao arXiv_CV arXiv_CV  Point_Cloud  3D  Sentiment_Classification  Optimization  Knowledge  Pose  Classification  Sentiment  Image_Classification  PDF
• 2022-08-10 The Moral Foundations Reddit Corpus    Jackson Trager, Alireza S. Ziabari, Aida Mostafazadeh Davani, Preni Golazazian, Farzan Karimi-Malekabadi, Ali Omrani, Zhihe Li, Brendan Kennedy, Nils Karl Reimer, Melissa Reyes, Kelsey Cheng, Mellow Wei, Christina Merrifield, Arta Khosravi, Evans Alvarez, Morteza Dehghani arXiv_CL arXiv_CL  Sentiment_Classification  Knowledge  Action  Classification  Sentiment  PDF
• 2022-08-02 PyABSA: Open Framework for Aspect-based Sentiment Analysis    Heng Yang, Ke Li arXiv_CL arXiv_CL  Sentiment_Classification  Text_Classification  Action  Classification  Sentiment  Inference  PDF
• 2022-07-24 Towards a Sentiment-Aware Conversational Agent    Isabel Dias, Ricardo Rei, Patrícia Pereira, Luisa Coheur arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Sentiment  Text_Generation  Prediction  PDF
• 2022-07-18 STT: Soft Template Tuning for Few-Shot Adaptation    Ping Yu, Wei Wang, Chunyuan Li, Ruiyi Zhang, Zhanpeng Jin, Changyou Chen arXiv_AI arXiv_AI  Sentiment_Classification  Pose  Classification  Sentiment  Few-Shot  Language_Model  PDF
• 2022-07-13 Exploiting Word Semantics to Enrich Character Representations of Chinese Pre-trained Models    Wenbiao Li, Rui Sun, Yunfang Wu arXiv_CL arXiv_CL  Segmentation  Embedding  Bert  Sentiment_Classification  Pose  Classification  Sentiment  Attention  Inference  Matching  PDF
• 2022-07-07 Multimodal Feature Extraction for Memes Sentiment Classification    Sofiane Ouaari, Tsegaye Misikir Tashu, Tomas Horvath arXiv_AI arXiv_AI  Sentiment_Classification  Pose  Emotion  Action  Classification  Deep_Learning  Sentiment  PDF
• 2022-07-05 Deep Learning Reveals Patterns of Diverse and Changing Sentiments Towards COVID-19 Vaccines Based on 11 Million Tweets    Hanyin Wang, Meghan R. Hutch, Yikuan Li, Adrienne S. Kline, Sebastian Otero, Leena B. Mithal, Emily S. Miller, Andrew Naidech, Yuan Luo arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Deep_Learning  Sentiment  Recommendation  PDF
• 2022-06-21 Low Resource Pipeline for Spoken Language Understanding via Weak Supervision    Ayush Kumar, Rishabh Kumar Tripathi, Jithendra Vepa arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Emotion  Classification  Detection  Sentiment  Few-Shot  PDF
• 2022-06-20 Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data    Tian Li, Xiang Chen, Zhen Dong, Weijiang Yu, Yijun Yan, Kurt Keutzer, Shanghang Zhang arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Text_Classification  Knowledge  Knowledge_Graph  Pose  Classification  Relation  Sentiment  Language_Model  PDF
• 2022-06-14 OSN Dashboard Tool For Sentiment Analysis    Andreas Kilde Lien, Lars Martin Randem, Hans Petter Fauchald Taralrud, Maryam Edalati arXiv_CL arXiv_CL  Sentiment_Classification  Review  Pose  Classification  Sentiment  PDF
• 2022-06-10 Emoji-based Fine-grained Attention Network for Sentiment Analysis in the Microblog Comments    Deng Yang, Liu Kejian, Yang Cheng, Feng Yuanyuan, Li Weihao arXiv_CL arXiv_CL  Embedding  Bert  Sentiment_Classification  RNN  Pose  Emotion  Action  Classification  Sentiment  Attention  PDF
• 2022-06-05 Sentiment Analysis of Online Travel Reviews Based on Capsule Network and Sentiment Lexicon    Jia Wang, Junping Du, Yingxia Shao, Ang Li arXiv_AI arXiv_AI  Bert  Sentiment_Classification  Review  Pose  Emotion  Classification  Sentiment  Language_Model  PDF
• 2022-05-31 EMS: Efficient and Effective Massively Multilingual Sentence Representation Learning    Zhuoyuan Mao, Chenhui Chu, Sadao Kurohashi arXiv_CL arXiv_CL  Reconstruction  Bert  Sentiment_Classification  Zero-Shot  Represenation_Learning  Pose  Contrastive_Learning  Classification  Sentiment  PDF
• 2022-05-28 Approximate Conditional Coverage via Neural Model Approximations    Allen Schmaltz, Danielle Rasooly arXiv_CL arXiv_CL  Sentiment_Classification  Zero-Shot  Pose  Classification  Detection  Sentiment  Prediction  PDF
• 2022-05-23 Neural Subgraph Explorer: Reducing Noisy Information via Target-Oriented Syntax Graph Pruning    Bowen Xing, Ivor W. Tsang arXiv_AI arXiv_AI  Sentiment_Classification  Knowledge  Pose  Action  Classification  Relation  Sentiment  Attention  PDF
• 2022-05-18 Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification    Kai Zhang, Qi Liu, Zhenya Huang, Mingyue Cheng, Kun Zhang, Mengdi Zhang, Wei Wu, Enhong Chen arXiv_AI arXiv_AI  Transformer  Embedding  Sentiment_Classification  Review  Speech  Classification  Relation  Sentiment  Attention  PDF
• 2022-05-13 Sentiment Analysis of Covid-related Reddits    Yilin Yang, Tomas Fieg, Marina Sokolova arXiv_CL arXiv_CL  Sentiment_Classification  Classification  Sentiment  PDF
• 2022-05-10 Human Language Modeling    Nikita Soni, Matthew Matero, Niranjan Balasubramanian, H. Andrew Schwartz arXiv_CL arXiv_CL  Transformer  Sentiment_Classification  Pose  Classification  Detection  Sentiment  Language_Model  PDF
• 2022-04-29 Polyglot Prompt: Multilingual Multitask PrompTraining    Jinlan Fu, See-Kiong Ng, Pengfei Liu arXiv_CL arXiv_CL  Recognition  Sentiment_Classification  Pose  Classification  Sentiment  Summarization  Inference  PDF
• 2022-04-28 Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities    Jiandian Zeng, Tianyi Liu, Jiantao Zhou arXiv_AI arXiv_AI  Transformer  Sentiment_Classification  Pose  Classification  Sentiment  Attention  PDF
• 2022-04-22 Neural Contrastive Clustering: Fully Unsupervised Bias Reduction for Sentiment Classification    Jared Mowery arXiv_CL arXiv_CL  Unsupervised  Sentiment_Classification  Text_Classification  Adversarial  Classification  Relation  Sentiment  PDF
• 2022-04-20 yosm: A new yoruba sentiment corpus for movie reviews    Iyanuoluwa Shode, David Ifeoluwa Adelani, Anna Feldman arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Review  Classification  Sentiment  Attention  Language_Model  PDF
• 2022-04-19 Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi    Abhishek Velankar, Hrushikesh Patil, Raviraj Joshi arXiv_CL arXiv_CL  Transformer  Embedding  Bert  Sentiment_Classification  Text_Classification  Speech  Classification  Detection  Sentiment  PDF
• 2022-04-14 Anti-Asian Hate Speech Detection via Data Augmented Semantic Relation Inference    Jiaxuan Li, Yue Ning arXiv_CL arXiv_CL  Sentiment_Classification  Represenation_Learning  Speech  Pose  Classification  Detection  Relation  Sentiment  Attention  Inference  PDF
• 2022-04-13 Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages    Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Bert  Sentiment_Classification  Zero-Shot  Classification  Sentiment  Language_Model  PDF
• 2022-04-03 Faces: AI Blitz XIII Solutions    Andrew Melnik, Eren Akbulut, Jannik Sheikh, Kira Loos, Michael Buettner, Tobias Lenze arXiv_CV arXiv_CV  Recognition  Sentiment_Classification  Face  Classification  Sentiment  Face_Recognition  Prediction  PDF
• 2022-03-27 Example-based Hypernetworks for Out-of-Distribution Generalization    Tomer Volk, Eyal Ben-David, Ohad Amosy, Gal Chechik, Roi Reichart arXiv_AI arXiv_AI  Sentiment_Classification  Knowledge  Classification  Sentiment  Inference  PDF
• 2022-03-27 A Survey on Aspect-Based Sentiment Classification    Gianni Brauwers, Flavius Frasincar arXiv_CL arXiv_CL  Transformer  Sentiment_Classification  Knowledge  Review  Pose  Survey  Action  Classification  Deep_Learning  Sentiment  PDF
• 2022-03-19 Multi-channel CNN to classify nepali covid-19 related tweets using hybrid features    Chiranjibi Sitaula, Tej Bahadur Shahi arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Action  Classification  Sentiment  CNN  PDF
• 2022-03-16 Can Pre-trained Language Models Interpret Similes as Smart as Human?    Qianyu He, Sijie Cheng, Zhixu Li, Rui Xie, Yanghua Xiao arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Knowledge  Classification  Sentiment  Language_Model  PDF
• 2022-03-08 DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition    Bowen Xing, Ivor W. Tsang arXiv_CL arXiv_CL  Recognition  Sentiment_Classification  Pose  Action  Classification  Relation  Sentiment  Prediction  PDF
• 2022-02-28 TraceNet: Tracing and Locating the Key Elements in Sentiment Analysis    Qinghua Zhao, Shuai Ma arXiv_AI arXiv_AI  Sentiment_Classification  Regularization  Pose  Classification  Sentiment  GAN  PDF
• 2022-02-21 Domain-level Pairwise Semantic Interaction for Aspect-Based Sentiment Classification    Zhenxin Wu, Jiazheng Gong, Kecen Guo, Guanye Liang, Qingliang Che, Bo Liu arXiv_AI arXiv_AI  Sentiment_Classification  Adversarial  Pose  Action  Classification  Relation  Sentiment  PDF
• 2022-02-11 Using Random Perturbations to Mitigate Adversarial Attacks on Sentiment Analysis Models    Abigail Swenor, Jugal Kalita arXiv_CL arXiv_CL  Sentiment_Classification  Adversarial  Classification  Deep_Learning  Sentiment  PDF
• 2022-02-04 Zero-Shot Aspect-Based Sentiment Analysis    Lei Shu, Jiahua Chen, Bing Liu, Hu Xu arXiv_AI arXiv_AI  Sentiment_Classification  Zero-Shot  Review  Pose  Action  Classification  Sentiment  Inference  PDF
• 2022-01-27 Sentiment-Aware Automatic Speech Recognition pre-training for enhanced Speech Emotion Recognition    Ayoub Ghriss, Bo Yang, Viktor Rozgic, Elizabeth Shriberg, Chao Wang arXiv_CL arXiv_CL  Transformer  Recognition  Sentiment_Classification  Speech  Pose  Emotion  Classification  Relation  Sentiment  Speech_Recognition  Prediction  PDF
• 2022-01-11 Explaining Prediction Uncertainty of Pre-trained Language Models by Detecting Uncertain Words in Inputs    Hanjie Chen, Yangfeng Ji arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Pose  Classification  Sentiment  Inference  Language_Model  Prediction  PDF
• 2022-01-05 Auto-ABSA: Automatic Detection of Aspects in Aspect-Based Sentiment Analysis    Teng Wang arXiv_AI arXiv_AI  Transformer  Sentiment_Classification  Pose  Classification  Detection  Sentiment  Language_Model  Prediction  PDF
• 2022-01-04 DigNet: Digging Clues from Local-Global Interactive Graph for Aspect-level Sentiment Classification    Bowen Xing, Ivor Tsang arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Relation  Sentiment  PDF
• 2021-12-31 Domain Adaptation with Category Attention Network for Deep Sentiment Analysis    Dongbo Xi, Fuzhen Zhuang, Ganbin Zhou, Xiaohu Cheng, Fen Lin, Qing He arXiv_CL arXiv_CL  Sentiment_Classification  Optimization  Pose  Classification  Sentiment  Attention  CNN  PDF
• 2021-12-18 Continual Learning with Knowledge Transfer for Sentiment Classification    Zixuan Ke, Bing Liu, Hao Wang, Lei Shu arXiv_AI arXiv_AI  Sentiment_Classification  Knowledge  Review  Pose  Classification  Sentiment  PDF
• 2021-12-10 Sentiment Analysis on Brazilian Portuguese User Reviews    Frederico Souza, João Filho arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Review  Pose  Classification  Sentiment  PDF
• 2021-12-06 Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks    Zixuan Ke, Hu Xu, Bing Liu arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Knowledge  Pose  Classification  Sentiment  PDF
• 2021-12-05 CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks    Zixuan Ke, Bing Liu, Hu Xu, Lei Shu arXiv_CL arXiv_CL  Sentiment_Classification  Knowledge  Pose  Contrastive_Learning  Classification  Sentiment  PDF
• 2021-12-05 Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification    Zhenhailong Wang, Heng Ji arXiv_AI arXiv_AI  Sentiment_Classification  Zero-Shot  Pose  Classification  Sentiment  Language_Model  PDF
• 2021-11-30 Sentiment Analysis and Effect of COVID-19 Pandemic using College SubReddit Data    Tian Yan, Fang Liu arXiv_CL arXiv_CL  Embedding  Bert  Sentiment_Classification  Emotion  Classification  Relation  Sentiment  Attention  Prediction  PDF
• 2021-11-28 Topic Driven Adaptive Network for Cross-Domain Sentiment Classification    Yicheng Zhu, Yiqiao Qiu, Yanghui Rao arXiv_AI arXiv_AI  Transformer  Sentiment_Classification  Pose  Classification  Sentiment  Attention  PDF
• 2021-11-21 Isomer: Transfer enhanced Dual-Channel Heterogeneous Dependency Attention Network for Aspect-based Sentiment Classification    Yukun Cao, Yijia Tang, Ziyue Wei, ChengKun Jin, Zeyu Miao, Yixin Fang, Haizhou Du, Feifei Xu arXiv_AI arXiv_AI  Sentiment_Classification  Knowledge  Classification  Relation  Sentiment  Attention  PDF
• 2021-11-14 Contrastive Clustering: Toward Unsupervised Bias Reduction for Emotion and Sentiment Classification    Jared Mowery arXiv_AI arXiv_AI  Unsupervised  Sentiment_Classification  Emotion  Classification  Relation  Sentiment  PDF
• 2021-11-05 TaskDrop: A Competitive Baseline for Continual Learning of Sentiment Classification    Jianping Mei, Yilun Zheng, Qianwei Zhou, Rui Yan arXiv_AI arXiv_AI  Sentiment_Classification  Regularization  Knowledge  Review  Pose  Classification  Sentiment  PDF
• 2021-10-30 AdvCodeMix: Adversarial Attack on Code-Mixed Data    Sourya Dipta Das, Ayan Basak, Soumil Mandal, Dipankar Das arXiv_CL arXiv_CL  Sentiment_Classification  Adversarial  Classification  Sentiment  PDF
• 2021-10-20 Distributionally Robust Classifiers in Sentiment Analysis    Shilun Li, Renee Li, Carina Zhang arXiv_AI arXiv_AI  Bert  Sentiment_Classification  RNN  Pose  Classification  Sentiment  PDF
• 2021-10-20 Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction    Shubhanshu Mishra, Aria Haghighi arXiv_CL arXiv_CL  Transfer_Learning  Bert  Sentiment_Classification  Zero-Shot  Classification  Sentiment  Language_Model  Prediction  PDF
• 2021-10-16 Back to Reality: Leveraging Pattern-driven Modeling to Enable Affordable Sentiment Dependency Learning    Heng Yang, Biqing Zeng, Mayi Xu, Tianxing Wang arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Relation  Sentiment  PDF
• 2021-10-15 Span Detection for Aspect-Based Sentiment Analysis in Vietnamese    Kim Thi-Thanh Nguyen, Sieu Khai Huynh, Luong Luc Phan, Phuc Huynh Pham, Duc-Vu Nguyen, Kiet Van Nguyen arXiv_CL arXiv_CL  Embedding  Recognition  Bert  Sentiment_Classification  RNN  Pose  Emotion  Classification  Detection  Sentiment  PDF
• 2021-10-14 Aspect-Sentiment-Multiple-Opinion Triplet Extraction    Fang Wang, Yuncong Li, Sheng-hua Zhong, Cunxiang Yin, Yancheng He arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Action  Classification  Sentiment  Attention  PDF
• 2021-10-05 Using Psuedolabels for training Sentiment Classifiers makes the model generalize better across datasets    Natesh Reddy, Muktabh Mayank Srivastava arXiv_CL arXiv_CL  Sentiment_Classification  Classification  Sentiment  PDF
• 2021-10-01 BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification    Zeguan Xiao, Jiarun Wu, Qingliang Chen, Congjian Deng arXiv_CL arXiv_CL  Embedding  Bert  Sentiment_Classification  Knowledge  Pose  Classification  Sentiment  CNN  Language_Model  PDF
• 2021-09-29 Classifying Tweet Sentiment Using the Hidden State and Attention Matrix of a Fine-tuned BERTweet Model    Tommaso Macrì, Freya Murphy, Yunfan Zou, Yves Zumbach arXiv_CL arXiv_CL  Embedding  Bert  Sentiment_Classification  Pose  Classification  Sentiment  Attention  PDF
• 2021-09-17 SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis    Chengxi Li, Feiyu Gao, Jiajun Bu, Lu Xu, Xiang Chen, Yu Gu, Zirui Shao, Qi Zheng, Ningyu Zhang, Yongpan Wang, Zhi Yu arXiv_AI arXiv_AI  Sentiment_Classification  Knowledge  Pose  Action  Classification  Relation  Sentiment  Language_Model  PDF
• 2021-09-15 Dialog speech sentiment classification for imbalanced datasets    Sergis Nicolaou, Lambros Mavrides, Georgina Tryfou, Kyriakos Tolias, Konstantinos Panousis, Sotirios Chatzis, Sergios Theodoridis arXiv_AI arXiv_AI  Sentiment_Classification  Speech  Pose  Classification  Detection  Sentiment  PDF
• 2021-09-14 Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding    Shiyang Li, Semih Yavuz, Wenhu Chen, Xifeng Yan arXiv_CL arXiv_CL  Recognition  Sentiment_Classification  Classification  Sentiment  Inference  PDF
• 2021-09-09 Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification    Maximilian Mozes, Max Bartolo, Pontus Stenetorp, Bennett Kleinberg, Lewis D. Griffin arXiv_CL arXiv_CL  Sentiment_Classification  Text_Classification  Adversarial  Pose  Classification  Sentiment  Attention  PDF
• 2021-09-08 Open Aspect Target Sentiment Classification with Natural Language Prompts    Ronald Seoh, Ian Birle, Mrinal Tak, Haw-Shiuan Chang, Brian Pinette, Alfred Hough arXiv_CL arXiv_CL  Sentiment_Classification  Zero-Shot  Review  Pose  Classification  Sentiment  Few-Shot  PDF
• 2021-09-06 Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction    Bo Wang, Tao Shen, Guodong Long, Tianyi Zhou, Yi Chang arXiv_CL arXiv_CL  Transformer  Embedding  Unsupervised  Sentiment_Classification  Represenation_Learning  Adversarial  Pose  Action  Classification  Sentiment  PDF
• 2021-09-03 Learning Neural Models for Natural Language Processing in the Face of Distributional Shift    Paul Michel arXiv_CL arXiv_CL  Sentiment_Classification  Optimization  Pose  Face  Classification  Deep_Learning  Sentiment  Prediction  PDF
• 2021-08-31 Discretized Integrated Gradients for Explaining Language Models    Soumya Sanyal, Xiang Ren arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Pose  Classification  Sentiment  Language_Model  PDF
• 2021-08-31 Cross-Lingual Text Classification of Transliterated Hindi and Malayalam    Jitin Krishnan, Antonios Anastasopoulos, Hemant Purohit, Huzefa Rangwala arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Text_Classification  Classification  Sentiment  Language_Model  PDF
• 2021-08-26 Using GAN-based models to sentimental analysis on imbalanced datasets in education domain    Ru Yang, Maryam Edalati arXiv_CL arXiv_CL  Sentiment_Classification  Review  Classification  Deep_Learning  Sentiment  GAN  Text_Generation  PDF
• 2021-08-26 Scalable End-to-End Training of Knowledge Graph-Enhanced Aspect Embedding for Aspect Level Sentiment Analysis    Sk Mainul Islam, Sourangshu Bhattacharya arXiv_CL arXiv_CL  Embedding  Bert  Sentiment_Classification  Knowledge  Knowledge_Graph  Pose  Classification  Detection  Relation  Sentiment  PDF
• 2021-08-24 Prompt-Learning for Fine-Grained Entity Typing    Ning Ding, Yulin Chen, Xu Han, Guangwei Xu, Pengjun Xie, Hai-Tao Zheng, Zhiyuan Liu, Juanzi Li, Hong-Gee Kim arXiv_AI arXiv_AI  Sentiment_Classification  Zero-Shot  Optimization  Knowledge  Self-Supervised  Pose  Classification  Sentiment  Few-Shot  Attention  Inference  Language_Model  PDF
• 2021-08-21 SERF: Towards better training of deep neural networks using log-Softplus ERror activation Function    Sayan Nag, Mayukh Bhattacharyya arXiv_AI arXiv_AI  Sentiment_Classification  Optimization  Regularization  Pose  Classification  Detection  Relation  Sentiment  Object_Detection  Image_Classification  PDF
• 2021-08-05 Understand me, if you refer to Aspect Knowledge: Knowledge-aware Gated Recurrent Memory Network    Bowen Xing, Ivor W. Tsang arXiv_AI arXiv_AI  Sentiment_Classification  Knowledge  Review  Pose  Classification  Relation  Sentiment  Attention  PDF
• 2021-08-03 Exploiting BERT For Multimodal Target SentimentClassification Through Input Space Translation    Zaid Khan, Yun Fu arXiv_CV arXiv_CV  Transformer  Bert  Sentiment_Classification  Emotion  Classification  Sentiment  Text_Generation  Language_Model  PDF
• 2021-07-28 Sentiment Analysis of the COVID-related r/Depression Posts    Zihan Chen, Marina Sokolova arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Pose  Classification  Sentiment  PDF
• 2021-07-26 Preliminary Steps Towards Federated Sentiment Classification    Xin-Chun Li, De-Chuan Zhan, Yunfeng Shao, Bingshuai Li, Shaoming Song arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Sentiment_Classification  Knowledge  Pose  Classification  Sentiment  PDF
• 2021-07-24 Negation Handling in Machine Learning-Based Sentiment Classification for Colloquial Arabic    Omar Al-Harbi arXiv_CL arXiv_CL  Sentiment_Classification  Knowledge  Pose  Classification  Sentiment  PDF
• 2021-07-06 Transfer Learning for Improving Results on Russian Sentiment Datasets    Anton Golubev, Natalia Loukachevitch arXiv_CL arXiv_CL  Transfer_Learning  Bert  Sentiment_Classification  Classification  Sentiment  Inference  PDF
• 2021-06-21 Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification    Binzong Geng, Min Yang, Fajie Yuan, Shupeng Wang, Xiang Ao, Ruifeng Xu arXiv_AI arXiv_AI  Bert  Sentiment_Classification  Regularization  Knowledge  Review  Pose  Classification  Sentiment  PDF
• 2021-06-21 Explicit Interaction Network for Aspect Sentiment Triplet Extraction    Peiyi Wang, Lianzhe Huang, Tianyu Liu, Damai Dai, Runxin Xu, Houfeng Wang, Baobao Chang, Zhifang Sui arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Action  Classification  Detection  Sentiment  PDF
• 2021-06-15 SSMix: Saliency-Based Span Mixup for Text Classification    Soyoung Yoon, Gyuwan Kim, Kyumin Park arXiv_AI arXiv_AI  Sentiment_Classification  Text_Classification  Salient  Pose  Classification  Sentiment  Prediction  PDF
• 2021-06-03 Reordering Examples Helps during Priming-based Few-Shot Learning    Sawan Kumar, Partha Talukdar arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Sentiment  Few-Shot  Inference  Language_Model  PDF
• 2021-06-02 T-BERT -- Model for Sentiment Analysis of Micro-blogs Integrating Topic Model and BERT    Sarojadevi Palani, Prabhu Rajagopal, Sidharth Pancholi arXiv_AI arXiv_AI  Transformer  Embedding  Unsupervised  Bert  Sentiment_Classification  Pose  Classification  Sentiment  PDF
• 2021-06-01 Validating GAN-BioBERT: A Methodology For Assessing Reporting Trends In Clinical Trials    Joshua J Myszewski, Emily Klossowski, Patrick Meyer, Kristin Bevil, Lisa Klesius, Kristopher M Schroeder arXiv_CL arXiv_CL  Transformer  Bert  Sentiment_Classification  Pose  Classification  Sentiment  Attention  GAN  PDF
• 2021-05-31 On the Interplay Between Fine-tuning and Composition in Transformers    Lang Yu, Allyson Ettinger arXiv_CL arXiv_CL  Transformer  Embedding  Sentiment_Classification  Adversarial  Classification  Sentiment  Language_Model  PDF
• 2021-05-29 Sentiment analysis in tweets: an assessment study from classical to modern text representation models    Sérgio Barreto, Ricardo Moura, Jonnathan Carvalho, Aline Paes, Alexandre Plastino arXiv_AI arXiv_AI  Transformer  Embedding  Bert  Sentiment_Classification  Classification  Sentiment  Attention  Language_Model  PDF
• 2021-05-29 Exploiting Position Bias for Robust Aspect Sentiment Classification    Fang Ma, Chen Zhang, Dawei Song arXiv_CL arXiv_CL  Sentiment_Classification  Adversarial  Pose  Classification  Sentiment  PDF
• 2021-05-24 PTR: Prompt Tuning with Rules for Text Classification    Xu Han, Weilin Zhao, Ning Ding, Zhiyuan Liu, Maosong Sun arXiv_CL arXiv_CL  Sentiment_Classification  Text_Classification  Knowledge  Pose  Classification  Relation  Sentiment  Few-Shot  Inference  Language_Model  PDF
• 2021-05-20 Towards Target-dependent Sentiment Classification in News Articles    Felix Hamborg, Karsten Donnay, Bela Gipp arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Review  Classification  Relation  Sentiment  PDF
• 2021-05-11 Rationalization through Concepts    Diego Antognini, Boi Faltings arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Sentiment  Prediction  PDF
• 2021-04-19 Sentiment Classification in Swahili Language Using Multilingual BERT    Gati L. Martin, Medard E. Mswahili, Young-Seob Jeong arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Review  Speech  Emotion  Classification  Sentiment  PDF
• 2021-04-17 Learning to Share by Masking the Non-shared for Multi-domain Sentiment Classification    Jianhua Yuan, Yanyan Zhao, Bing Qin, Ting Liu arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Knowledge  Pose  Classification  Sentiment  PDF
• 2021-04-05 COVID-19 sentiment analysis via deep learning during the rise of novel cases    Rohitash Chandra, Aswin Krishna arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  RNN  Review  Emotion  Classification  Deep_Learning  Sentiment  Language_Model  PDF
• 2021-04-03 SetConv: A New Approach for Learning from Imbalanced Data    Yang Gao, Yi-Fan Li, Yu Lin, Charu Aggarwal, Latifur Khan arXiv_AI arXiv_AI  Sentiment_Classification  Pose  Classification  Sentiment  PDF
• 2021-03-29 Contextual Text Embeddings for Twi    Paul Azunre, Salomey Osei, Salomey Addo, Lawrence Asamoah Adu-Gyamfi, Stephen Moore, Bernard Adabankah, Bernard Opoku, Clara Asare-Nyarko, Samuel Nyarko, Cynthia Amoaba, Esther Dansoa Appiah, Felix Akwerh, Richard Nii Lante Lawson, Joel Budu, Emmanuel Debrah, Nana Boateng, Wisdom Ofori, Edwin Buabeng-Munkoh, Franklin Adjei, Isaac Kojo Essel Ampomah, Joseph Otoo, Reindorf Borkor, Standylove Birago Mensah, Lucien Mensah, Mark Amoako Marcel, Anokye Acheampong Amponsah, James Ben Hayfron-Acquah arXiv_AI arXiv_AI  Transformer  Embedding  Recognition  Bert  Sentiment_Classification  Knowledge  Speech  Face  NMT  Classification  Sentiment  Language_Model  PDF
• 2021-03-29 Explaining a Neural Attention Model for Aspect-Based Sentiment Classification Using Diagnostic Classification    Lisa Meijer, Flavius Frasincar, Maria Mihaela Trusca arXiv_CL arXiv_CL  Sentiment_Classification  Speech  Pose  Classification  Relation  Sentiment  Attention  PDF
• 2021-03-23 Exercise? I thought you said 'Extra Fries': Leveraging Sentence Demarcations and Multi-hop Attention for Meme Affect Analysis    Shraman Pramanick, Md Shad Akhtar, Tanmoy Chakraborty arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Emotion  Survey  Classification  Sentiment  Attention  PDF
• 2021-03-22 Grey-box Adversarial Attack And Defence For Sentiment Classification    Ying Xu, Xu Zhong, Antonio Jimeno Yepes, Jey Han Lau arXiv_AI arXiv_AI  Reconstruction  Sentiment_Classification  Adversarial  Classification  Sentiment  PDF
• 2021-03-21 TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing    Tao Gui, Xiao Wang, Qi Zhang, Qin Liu, Yicheng Zou, Xin Zhou, Rui Zheng, Chong Zhang, Qinzhuo Wu, Jiacheng Ye, Zexiong Pang, Yongxin Zhang, Zhengyan Li, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xinwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Bolin Zhu, Shan Qin, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang arXiv_AI arXiv_AI  Recognition  Bert  Sentiment_Classification  Adversarial  Pose  Classification  Deep_Learning  Sentiment  Inference  Prediction  PDF
• 2021-03-14 AngryBERT: Joint Learning Target and Emotion for Hate Speech Detection    Md Rabiul Awal, Rui Cao, Roy Ka-Wei Lee, Sandra Mitrovic arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Speech  Emotion  Action  Classification  Detection  Sentiment  PDF
• 2021-03-13 Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction    Shaowei Chen, Yu Wang, Jie Liu, Yuelin Wang arXiv_CL arXiv_CL  Sentiment_Classification  Review  Pose  Action  Classification  Detection  Relation  Sentiment  PDF
• 2021-03-12 Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification    Xiaochen Hou, Peng Qi, Guangtao Wang, Rex Ying, Jing Huang, Xiaodong He, Bowen Zhou arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Face  Classification  Relation  Sentiment  Prediction  PDF
• 2021-03-11 Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings    Linlin Liu, Thien Hai Nguyen, Shafiq Joty, Lidong Bing, Luo Si arXiv_AI arXiv_AI  Embedding  Bert  Sentiment_Classification  Zero-Shot  Pose  Classification  Sentiment  PDF
• 2021-03-09 Improving Document-Level Sentiment Classification Using Importance of Sentences    Gihyeon Choi, Shinhyeok Oh, Harksoo Kim arXiv_CL arXiv_CL  Sentiment_Classification  Review  Pose  Classification  Sentiment  PDF
• 2021-02-17 Decoding EEG Brain Activity for Multi-Modal Natural Language Processing    Nora Hollenstein, Cedric Renggli, Benjamin Glaus, Maria Barrett, Marius Troendle, Nicolas Langer, Ce Zhang arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Pose  Classification  Detection  Relation  Sentiment  Activity  PDF
• 2021-02-17 IFoodCloud: A Platform for Real-time Sentiment Analysis of Public Opinion about Food Safety in China    Dachuan Zhang, Haoyang Zhang, Zhisheng Wei, Yan Li, Zhiheng Mao, Chunmeng He, Haorui Ma, Xin Zeng, Xiaoling Xie, Xingran Kou, Bingwen Zhang arXiv_CL arXiv_CL  Sentiment_Classification  Classification  Deep_Learning  Sentiment  Attention  PDF
• 2021-01-11 Clustering Word Embeddings with Self-Organizing Maps. Application on LaRoSeDa -- A Large Romanian Sentiment Data Set    Anca Maria Tache, Mihaela Gaman, Radu Tudor Ionescu arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Review  Pose  Classification  Sentiment  GAN  PDF
• 2021-01-11 Explain and Predict, and then Predict again    Zijian Zhang, Koustav Rudra, Avishek Anand arXiv_AI arXiv_AI  Sentiment_Classification  Pose  Classification  Sentiment  Prediction  QA  PDF
• 2021-01-04 A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis    Yue Mao, Yi Shen, Chao Yu, Longjun Cai arXiv_AI arXiv_AI  Bert  Sentiment_Classification  Pose  Action  Classification  Sentiment  PDF
• 2021-01-02 Enhanced Twitter Sentiment Classification Using Contextual Information    Soroush Vosoughi, Helen Zhou, Deb Roy arXiv_AI arXiv_AI  Sentiment_Classification  Pose  Emotion  Classification  Relation  Sentiment  PDF
• 2020-12-27 Explaining NLP Models via Minimal Contrastive Editing    Alexis Ross, Ana Marasović, Matthew E. Peters arXiv_AI arXiv_AI  Sentiment_Classification  Classification  Sentiment  Prediction  PDF
• 2020-12-24 Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification    Libo Qin, Zhouyang Li, Wanxiang Che, Minheng Ni, Ting Liu arXiv_CL arXiv_CL  Recognition  Bert  Sentiment_Classification  Pose  Action  Classification  Sentiment  Attention  PDF
• 2020-12-16 Building domain specific lexicon based on TikTok comment dataset    Hao Jiaxiang arXiv_AI arXiv_AI  Embedding  Sentiment_Classification  Review  Emotion  Classification  Sentiment  PDF
• 2020-12-15 Multi-Aspect Sentiment Analysis with Latent Sentiment-Aspect Attribution    Yifan Zhang, Fan Yang, Marjan Hosseinia, Arjun Mukherjee arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  RNN  Review  Action  Classification  Relation  Sentiment  PDF
• 2020-12-05 Cross-Domain Sentiment Classification with In-Domain Contrastive Learning    Tian Li, Xiang Chen, Shanghang Zhang, Zhen Dong, Kurt Keutzer arXiv_CL arXiv_CL  Sentiment_Classification  Represenation_Learning  Pose  Contrastive_Learning  Classification  Sentiment  Matching  PDF
• 2020-12-03 Sentiment analysis in Bengali via transfer learning using multi-lingual BERT    Khondoker Ittehadul Islam, Md. Saiful Islam, Md Ruhul Amin arXiv_CL arXiv_CL  Transfer_Learning  Bert  Sentiment_Classification  Pose  Classification  Deep_Learning  Sentiment  PDF
• 2020-12-01 BAN-ABSA: An Aspect-Based Sentiment Analysis dataset for Bengali and it's baseline evaluation    Mahfuz Ahmed Masum, Sheikh Junayed Ahmed, Ayesha Tasnim, Md Saiful Islam arXiv_CL arXiv_CL  Sentiment_Classification  RNN  Review  Action  Classification  Deep_Learning  Sentiment  PDF
• 2020-11-23 Does BERT Understand Sentiment? Leveraging Comparisons Between Contextual and Non-Contextual Embeddings to Improve Aspect-Based Sentiment Models    Natesh Reddy, Pranaydeep Singh, Muktabh Mayank Srivastava arXiv_CL arXiv_CL  Embedding  Bert  Sentiment_Classification  Classification  Detection  Sentiment  Language_Model  PDF
• 2020-11-19 Sentiment Classification in Bangla Textual Content: A Comparative Study    Md. Arid Hasan, Jannatul Tajrin, Shammur Absar Chowdhury, Firoj Alam arXiv_CL arXiv_CL  Transformer  Sentiment_Classification  Classification  Deep_Learning  Sentiment  PDF
• 2020-11-18 Palomino-Ochoa at SemEval-2020 Task 9: Robust System based on Transformer for Code-Mixed Sentiment Classification    Daniel Palomino, Jose Ochoa-Luna arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Sentiment_Classification  Classification  Detection  Sentiment  Language_Model  PDF
• 2020-11-17 Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources    Sicheng Zhao, Yang Xiao, Jiang Guo, Xiangyu Yue, Jufeng Yang, Ravi Krishna, Pengfei Xu, Kurt Keutzer arXiv_AI arXiv_AI  Sentiment_Classification  Review  Adversarial  Pose  Action  Classification  Relation  Sentiment  GAN  PDF
• 2020-11-04 Re-Assessing the 'Classify and Count' Quantification Method    Alejandro Moreo, Fabrizio Sebastiani arXiv_AI arXiv_AI  Sentiment_Classification  Pose  Classification  Sentiment  PDF
• 2020-11-04 Tweet Sentiment Quantification: An Experimental Re-Evaluation    Alejandro Moreo, Fabrizio Sebastiani arXiv_AI arXiv_AI  Sentiment_Classification  Classification  Sentiment  PDF
• 2020-11-02 Contextual Salience for Fast and Accurate Sentence Vectors    Eric Zelikman, Richard Socher arXiv_CL arXiv_CL  Embedding  Unsupervised  Sentiment_Classification  Classification  Sentiment  PDF
• 2020-11-01 Opinion Transmission Network for Jointly Improving Aspect-oriented Opinion Words Extraction and Sentiment Classification    Chengcan Ying, Zhen Wu, Xinyu Dai, Shujian Huang, Jiajun Chen arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Action  Classification  Sentiment  PDF
• 2020-10-30 Cross-Domain Sentiment Classification With Contrastive Learning and Mutual Information Maximization    Tian Li, Xiang Chen, Shanghang Zhang, Zhen Dong, Kurt Keutzer arXiv_CL arXiv_CL  Sentiment_Classification  Represenation_Learning  Knowledge  Review  Pose  Contrastive_Learning  Classification  Sentiment  Prediction  PDF
• 2020-10-27 Global Sentiment Analysis Of COVID-19 Tweets Over Time    Muvazima Mansoor, Kirthika Gurumurthy, Anantharam R U, V R Badri Prasad arXiv_CL arXiv_CL  Sentiment_Classification  RNN  Emotion  Classification  Sentiment  PDF
• 2020-10-23 Pretraining and Fine-Tuning Strategies for Sentiment Analysis of Latvian Tweets    Gaurish Thakkar, Marcis Pinnis arXiv_CL arXiv_CL  Sentiment_Classification  Classification  Sentiment  PDF
• 2020-10-23 Attention Transfer Network for Aspect-level Sentiment Classification    Fei Zhao, Zhen Wu, Xinyu Dai arXiv_CL arXiv_CL  Sentiment_Classification  Knowledge  Pose  Classification  Sentiment  Attention  PDF
• 2020-10-22 Improving BERT Performance for Aspect-Based Sentiment Analysis    Akbar Karimi, Leonardo Rossi, Andrea Prati arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Review  Pose  Action  Classification  Sentiment  Language_Model  PDF
• 2020-10-22 Adversarial Training for Aspect-Based Sentiment Analysis with BERT    Akbar Karimi, Leonardo Rossi, Andrea Prati, Katharina Full arXiv_CL arXiv_CL  Embedding  Bert  Sentiment_Classification  Regularization  Knowledge  Adversarial  Pose  Action  Classification  Sentiment  Language_Model  PDF
• 2020-10-22 Knowledge Distillation for BERT Unsupervised Domain Adaptation    Minho Ryu, Kichun Lee arXiv_CL arXiv_CL  Unsupervised  Bert  Sentiment_Classification  Knowledge  Adversarial  Pose  Classification  Sentiment  Language_Model  PDF
• 2020-10-22 A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews    Gabriele Pergola, Lin Gui, Yulan He arXiv_CL arXiv_CL  Sentiment_Classification  Review  Adversarial  Pose  Classification  Sentiment  Inference  PDF
• 2020-10-20 JUNLP@Dravidian-CodeMix-FIRE2020: Sentiment Classification of Code-Mixed Tweets using Bi-Directional RNN and Language Tags    Sainik Kumar Mahata, Dipankar Das, Sivaji Bandyopadhyay arXiv_CL arXiv_CL  Sentiment_Classification  RNN  Classification  Sentiment  PDF
• 2020-10-16 Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification    Andrew Moore, Jeremy Barnes arXiv_CL arXiv_CL  Transfer_Learning  Sentiment_Classification  Pose  Classification  Detection  Sentiment  Language_Model  PDF
• 2020-10-16 Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis    Sunny Verma, Jiwei Wang, Zhefeng Ge, Rujia Shen, Fan Jin, Yang Wang, Fang Chen, Wei Liu arXiv_AI arXiv_AI  Sentiment_Classification  RNN  Pose  Classification  Sentiment  Attention  PDF
• 2020-10-14 Text Classification Using Label Names Only: A Language Model Self-Training Approach    Yu Meng, Yunyi Zhang, Jiaxin Huang, Chenyan Xiong, Heng Ji, Chao Zhang, Jiawei Han arXiv_CL arXiv_CL  Sentiment_Classification  Text_Classification  Represenation_Learning  Knowledge  Classification  Sentiment  Language_Model  PDF
• 2020-10-13 Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding    Jiaxin Huang, Yu Meng, Fang Guo, Heng Ji, Jiawei Han arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Regularization  Review  Pose  Classification  Sentiment  Prediction  PDF
• 2020-10-06 Aspect Sentiment Classification with Aspect-Specific Opinion Spans    Lu Xu, Lidong Bing, Wei Lu, Fei Huang arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Sentiment  Attention  PDF
• 2020-10-06 Identifying Spurious Correlations for Robust Text Classification    Zhao Wang, Aron Culotta arXiv_CL arXiv_CL  Sentiment_Classification  Text_Classification  Review  Pose  Classification  Detection  Relation  Sentiment  Prediction  PDF
• 2020-10-05 CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation    Tianlu Wang, Xuezhi Wang, Yao Qin, Ben Packer, Kang Li, Jilin Chen, Alex Beutel, Ed Chi arXiv_CL arXiv_CL  Sentiment_Classification  Review  Adversarial  Classification  Sentiment  Text_Generation  Prediction  PDF
• 2020-10-02 Enhancing Fine-grained Sentiment Classification Exploiting Local Context Embedding    Heng Yang, Biqing Zeng arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Pose  Classification  Sentiment  Attention  Prediction  PDF
• 2020-09-22 GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis    Huaishao Luo, Lei Ji, Tianrui Li, Nan Duan, Daxin Jiang arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Pose  Action  Classification  Detection  Sentiment  Object_Detection  Attention  PDF
• 2020-09-12 Improving Bi-LSTM Performance for Indonesian Sentiment Analysis Using Paragraph Vector    Ayu Purwarianti (1), Ida Ayu Putu Ari Crisdayanti (1) ((1) Institut Teknologi Bandung) arXiv_AI arXiv_AI  Sentiment_Classification  RNN  Pose  Classification  Sentiment  Prediction  PDF
• 2020-09-09 Regularised Text Logistic Regression: Key Word Detection and Sentiment Classification for Online Reviews    Ying Chen, Peng Liu, Chung Piaw Teo arXiv_CL arXiv_CL  Sentiment_Classification  Review  Pose  Classification  Detection  Sentiment  PDF
• 2020-09-08 kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification    Jiaxiang Liu, Xuyi Chen, Shikun Feng, Shuohuan Wang, Xuan Ouyang, Yu Sun, Zhengjie Huang, Weiyue Su arXiv_CL arXiv_CL  Transfer_Learning  Sentiment_Classification  Adversarial  Classification  Sentiment  Language_Model  PDF
• 2020-09-07 E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce    Denghui Zhang, Zixuan Yuan, Yanchi Liu, Fuzhen Zhuang, Hui Xiong arXiv_AI arXiv_AI  Reconstruction  Bert  Sentiment_Classification  Knowledge  Review  Pose  Action  Classification  Sentiment  Denoising  Attention  Language_Model  PDF
• 2020-08-25 The Impact of Indirect Machine Translation on Sentiment Classification    Alberto Poncelas, Pintu Lohar, Andy Way, James Hadley arXiv_CL arXiv_CL  Sentiment_Classification  Review  Pose  Classification  Sentiment  PDF
• 2020-08-16 DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification    Libo Qin, Wanxiang Che, Yangming Li, Minheng Ni, Ting Liu arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Sentiment_Classification  Knowledge  Pose  Action  Classification  Relation  Sentiment  PDF
• 2020-08-11 A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings    Lixing Zhu, Yulan He, Deyu Zhou arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Pose  Classification  Sentiment  PDF
• 2020-07-28 Improving Results on Russian Sentiment Datasets    Anton Golubev, Natalia Loukachevitch arXiv_CL arXiv_CL  Bert  Sentiment_Classification  RNN  Classification  Sentiment  Inference  PDF
• 2020-07-28 YNU-HPCC at SemEval-2020 Task 8: Using a Parallel-Channel Model for Memotion Analysis    Li Yuan, Jin Wang, Xuejie Zhang arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Sentiment_Classification  RNN  Pose  Emotion  Face  Classification  Sentiment  Attention  CNN  PDF
• 2020-07-25 Effect of Text Processing Steps on Twitter Sentiment Classification using Word Embedding    Manar D. Samad, Nalin D. Khounviengxay, Megan A. Witherow arXiv_AI arXiv_AI  Embedding  Sentiment_Classification  Text_Classification  Pose  Classification  Sentiment  PDF
• 2020-07-24 FiSSA at SemEval-2020 Task 9: Fine-tuned For Feelings    Bertelt Braaksma, Richard Scholtens, Stan van Suijlekom, Remy Wang, Ahmet Üstün arXiv_CL arXiv_CL  Transformer  Bert  Sentiment_Classification  Pose  Classification  Sentiment  Language_Model  PDF
• 2020-07-23 HCMS at SemEval-2020 Task 9: A Neural Approach to Sentiment Analysis for Code-Mixed Texts    Aditya Srivastava, V. Harsha Vardhan arXiv_CL arXiv_CL  Transfer_Learning  Sentiment_Classification  Classification  Sentiment  Attention  PDF
• 2020-07-21 IITK at SemEval-2020 Task 8: Unimodal and Bimodal Sentiment Analysis of Internet Memes    Vishal Keswani, Sakshi Singh, Suryansh Agarwal, Ashutosh Modi arXiv_CV arXiv_CV  Transformer  Embedding  Sentiment_Classification  Pose  Emotion  Classification  Sentiment  Language_Model  PDF
• 2020-07-16 Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis    Lingwei Wei, Dou Hu, Wei Zhou, Xuehai Tang, Xiaodan Zhang, Xin Wang, Jizhong Han, Songlin Hu arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Action  Classification  Sentiment  Summarization  PDF
• 2020-07-05 Tweets Sentiment Analysis via Word Embeddings and Machine Learning Techniques    Aditya Sharma, Alex Daniels arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Emotion  Face  Classification  Sentiment  Language_Model  PDF
• 2020-07-05 EmotionGIF-Yankee: A Sentiment Classifier with Robust Model Based Ensemble Methods    Wei-Yao Wang, Kai-Shiang Chang, Yu-Chien Tang arXiv_CL arXiv_CL  Sentiment_Classification  Emotion  Classification  Sentiment  Language_Model  PDF
• 2020-07-02 Bidirectional Encoder Representations from Transformers : A sentiment analysis odyssey    Shivaji Alaparthi (Data Scientist, CenturyLink, Bengaluru, India), Manit Mishra (Associate Professor, International Management Institute Bhubaneswar, India) arXiv_CL arXiv_CL  Transformer  Unsupervised  Bert  Sentiment_Classification  RNN  Review  Pose  Classification  Deep_Learning  Sentiment  PDF
• 2020-06-25 IIT Gandhinagar at SemEval-2020 Task 9: Code-Mixed Sentiment Classification Using Candidate Sentence Generation and Selection    Vivek Srivastava, Mayank Singh arXiv_CL arXiv_CL  Sentiment_Classification  RNN  Review  Speech  Pose  Classification  Detection  Sentiment  GAN  PDF
• 2020-06-16 Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network    Abien Fred Agarap arXiv_CL arXiv_CL  Sentiment_Classification  RNN  Review  Classification  Relation  Sentiment  Recommendation  PDF
• 2020-06-16 PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models    Eyal Ben-David, Carmel Rabinovitz, Roi Reichart arXiv_CL arXiv_CL  Embedding  Bert  Sentiment_Classification  Represenation_Learning  Pose  Classification  Sentiment  PDF
• 2020-06-15 FinBERT: A Pretrained Language Model for Financial Communications    Yi Yang, Mark Christopher Siy UY, Allen Huang arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Classification  Sentiment  Language_Model  PDF
• 2020-06-02 A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss    Hou Pong Chan, Wang Chen, Irwin King arXiv_CL arXiv_CL  Sentiment_Classification  Review  Pose  Classification  Sentiment  Summarization  PDF
• 2020-05-31 BiERU: Bidirectional Emotional Recurrent Unit for Conversational Sentiment Analysis    Wei Li, Wei Shao, Shaoxiong Ji, Erik Cambria arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Emotion  Action  Classification  Deep_Learning  Sentiment  Attention  Recommendation  PDF
• 2020-05-27 Language Representation Models for Fine-Grained Sentiment Classification    Brian Cheang, Bailey Wei, David Kogan, Howey Qiu, Masud Ahmed arXiv_CL arXiv_CL  Embedding  Bert  Sentiment_Classification  Classification  Sentiment  Prediction  PDF
• 2020-05-21 Team Neuro at SemEval-2020 Task 8: Multi-Modal Fine Grain Emotion Classification of Memes using Multitask Learning    Sourya Dipta Das, Soumil Mandal arXiv_CV arXiv_CV  Sentiment_Classification  Pose  Emotion  Classification  Sentiment  PDF
• 2020-05-17 LiSSS: A toy corpus of Literary Spanish Sentences Sentiment for Emotions Detection    Juan-Manuel Torres-Moreno, Luis-Gil Moreno-Jiménez arXiv_CL arXiv_CL  Sentiment_Classification  Emotion  Classification  Detection  Sentiment  PDF
• 2020-05-10 Article citation study: Context enhanced citation sentiment detection    Vishal Vyas, Kumar Ravi, Vadlamani Ravi, V.Uma, Srirangaraj Setlur, Venu Govindaraju arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Speech  Pose  Classification  Deep_Learning  Detection  Relation  Sentiment  PDF
• 2020-05-08 SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics    Da Yin, Tao Meng, Kai-Wei Chang arXiv_CL arXiv_CL  Transformer  Bert  Sentiment_Classification  Pose  Emotion  Classification  Relation  Sentiment  PDF
• 2020-05-05 ImpactCite: An XLNet-based method for Citation Impact Analysis    Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Quantitative  Classification  Sentiment  Language_Model  PDF
• 2020-05-02 Examining Citations of Natural Language Processing Literature    Saif M. Mohammad arXiv_CL arXiv_CL  Recognition  Sentiment_Classification  Classification  Sentiment  PDF
• 2020-05-01 Defense of Word-level Adversarial Attacks via Random Substitution Encoding    Zhaoyang Wang, Hongtao Wang arXiv_CL arXiv_CL  Sentiment_Classification  Text_Classification  Adversarial  Pose  Classification  Sentiment  Prediction  PDF
• 2020-04-30 How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking    Nicola De Cao, Michael Schlichtkrull, Wilker Aziz, Ivan Titov arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Sparse  Classification  Sentiment  Prediction  PDF
• 2020-04-30 Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT    Zhiyong Wu, Yun Chen, Ben Kao, Qun Liu arXiv_CL arXiv_CL  Embedding  Bert  Sentiment_Classification  Knowledge  Pose  Classification  Sentiment  Language_Model  PDF
• 2020-04-29 Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon    Shuai Wang, Guangyi Lv, Sahisnu Mazumder, Bing Liu arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Sentiment  PDF
• 2020-04-24 Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach    Hamed Jelodar, Yongli Wang, Rita Orji, Hucheng Huang arXiv_CL arXiv_CL  Sentiment_Classification  RNN  Action  Classification  Sentiment  GAN  PDF
• 2020-04-18 Enhancing Pharmacovigilance with Drug Reviews and Social Media    Brent Biseda, Katie Mo arXiv_CL arXiv_CL  Recognition  Bert  Sentiment_Classification  Review  Action  Classification  Sentiment  Medical  PDF
• 2020-04-17 How recurrent networks implement contextual processing in sentiment analysis    Niru Maheswaranathan, David Sussillo arXiv_CL arXiv_CL  Sentiment_Classification  RNN  Pose  Classification  Sentiment  PDF
• 2020-04-14 Weight Poisoning Attacks on Pre-trained Models    Keita Kurita, Paul Michel, Graham Neubig arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Regularization  Knowledge  Pose  Classification  Detection  Sentiment  Prediction  PDF
• 2020-04-14 Multi-source Attention for Unsupervised Domain Adaptation    Xia Cui, Danushka Bollegala arXiv_CL arXiv_CL  Unsupervised  Sentiment_Classification  Pose  Classification  Sentiment  Attention  Prediction  PDF
• 2020-04-07 Teacher-Class Network: A Neural Network Compression Mechanism    Shaiq Munir Malik, Mohbat Tharani, Murtaza Taj arXiv_CV arXiv_CV  Segmentation  Sentiment_Classification  Knowledge  Review  Pose  Classification  Sentiment  PDF
• 2020-04-06 Enhancing Review Comprehension with Domain-Specific Commonsense    Aaron Traylor, Chen Chen, Behzad Golshan, Xiaolan Wang, Yuliang Li, Yoshihiko Suhara, Jinfeng Li, Cagatay Demiralp, Wang-Chiew Tan arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Knowledge  Review  Pose  Action  Classification  Sentiment  QA  PDF
• 2020-04-04 An Iterative Knowledge Transfer Network with Routing for Aspect-based Sentiment Analysis    Yunlong Liang, Fandong Meng, Jinchao Zhang, Jinan Xu, Yufeng Chen, Jie Zhou arXiv_CL arXiv_CL  Sentiment_Classification  Knowledge  Pose  Action  Classification  Relation  Sentiment  PDF
• 2020-03-31 Give your Text Representation Models some Love: the Case for Basque    Rodrigo Agerri, Iñaki San Vicente, Jon Ander Campos, Ander Barrena, Xabier Saralegi, Aitor Soroa, Eneko Agirre arXiv_CL arXiv_CL  Embedding  Bert  Sentiment_Classification  Classification  Sentiment  Language_Model  PDF
• 2020-03-27 Semantic Enrichment of Nigerian Pidgin English for Contextual Sentiment Classification    Wuraola Fisayo Oyewusi, Olubayo Adekanmbi, Olalekan Akinsande arXiv_CL arXiv_CL  Sentiment_Classification  Classification  Sentiment  PDF
• 2020-02-22 Exploiting Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network    Xuefeng Bai, Pengbo Liu, Yue Zhang arXiv_CL arXiv_CL  Sentiment_Classification  Classification  Relation  Sentiment  Attention  PDF
• 2020-02-19 Hierarchical models vs. transfer learning for document-level sentiment classification    Jeremy Barnes, Vinit Ravishankar, Lilja Øvrelid, Erik Velldal arXiv_AI arXiv_AI  Transfer_Learning  Sentiment_Classification  Pose  Classification  Relation  Sentiment  Language_Model  PDF
• 2019-12-11 Event Outcome Prediction using Sentiment Analysis and Crowd Wisdom in Microblog Feeds    Rahul Radhakrishnan Iyer, Ronghuo Zheng, Yuezhang Li, Katia Sycara arXiv_CL arXiv_CL  Sentiment_Classification  Classification  Sentiment  Prediction  PDF
• 2019-12-03 SemEval-2016 Task 4: Sentiment Analysis in Twitter    Preslav Nakov, Alan Ritter, Sara Rosenthal, Fabrizio Sebastiani, Veselin Stoyanov arXiv_CL arXiv_CL  Sentiment_Classification  Classification  Sentiment  PDF
• 2019-11-21 When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification    Shumin Deng, Ningyu Zhang, Zhanlin Sun, Jiaoyan Chen, Huajun Chen arXiv_CL arXiv_CL  Unsupervised  Sentiment_Classification  Text_Classification  Classification  Sentiment  Few-Shot  Language_Model  PDF
• 2019-11-17 Deep Learning versus Traditional Classifiers on Vietnamese Students' Feedback Corpus    Phu X. V. Nguyen, Tham T. T. Hong, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Deep_Learning  Sentiment  PDF
• 2019-11-14 Contextual Recurrent Units for Cloze-style Reading Comprehension    Yiming Cui, Wei-Nan Zhang, Wanxiang Che, Ting Liu, Zhipeng Chen, Shijin Wang, Guoping Hu arXiv_CL arXiv_CL  Sentiment_Classification  RNN  Pose  Classification  Sentiment  CNN  PDF
• 2019-11-05 Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis    Haiyun Peng, Lu Xu, Lidong Bing, Fei Huang, Wei Lu, Luo Si arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Action  Classification  Sentiment  PDF
• 2019-11-04 A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution    Hu Xu, Bing Liu, Lei Shu, Philip S. Yu arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Sentiment  PDF
• 2019-10-30 Predicting Discourse Structure using Distant Supervision from Sentiment    Patrick Huber, Giuseppe Carenini arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Sentiment  Prediction  PDF
• 2019-10-29 Weakly-Supervised Deep Learning for Domain Invariant Sentiment Classification    Pratik Kayal, Mayank Singh, Pawan Goyal arXiv_CL arXiv_CL  Weakly_Supervised  Sentiment_Classification  Pose  Classification  Deep_Learning  Sentiment  PDF
• 2019-10-28 A Game Theoretic Approach to Class-wise Selective Rationalization    Shiyu Chang, Yang Zhang, Mo Yu, Tommi S. Jaakkola arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Face  Classification  Sentiment  PDF
• 2019-10-25 Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders    Andy T. Liu, Shu-wen Yang, Po-Han Chi, Po-chun Hsu, Hung-yi Lee arXiv_CL arXiv_CL  Transformer  Unsupervised  Recognition  Sentiment_Classification  Represenation_Learning  Speech  Classification  Sentiment  PDF
• 2019-10-24 Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification    Xiaochen Hou, Jing Huang, Guangtao Wang, Kevin Huang, Xiaodong He, Bowen Zhou arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Action  Classification  Sentiment  Attention  CNN  PDF
• 2019-10-21 Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning    Jingjing Wang, Changlong Sun, Shoushan Li, Jiancheng Wang, Luo Si, Min Zhang, Xiaozhong Liu, Guodong Zhou arXiv_AI arXiv_AI  Reinforcement_Learning  Sentiment_Classification  Pose  Classification  Sentiment  PDF
• 2019-10-04 Fine-grained Sentiment Classification using BERT    Manish Munikar, Sushil Shakya, Aakash Shrestha arXiv_CL arXiv_CL  Transfer_Learning  Bert  Sentiment_Classification  Pose  Classification  Deep_Learning  Sentiment  PDF
• 2019-10-02 The merits of Universal Language Model Fine-tuning for Small Datasets -- a case with Dutch book reviews    Benjamin van der Burgh, Suzan Verberne arXiv_CL arXiv_CL  Unsupervised  Sentiment_Classification  Review  Classification  Sentiment  Language_Model  Prediction  PDF
• 2019-10-01 Machine Translation for Machines: the Sentiment Classification Use Case    Amirhossein Tebbifakhr, Luisa Bentivogli, Matteo Negri, Marco Turchi arXiv_CL arXiv_CL  Reinforcement_Learning  Sentiment_Classification  Pose  NMT  Classification  Sentiment  PDF
• 2019-09-30 Weakly Supervised Attention Networks for Fine-Grained Opinion Mining and Public Health    Giannis Karamanolakis, Daniel Hsu, Luis Gravano arXiv_CL arXiv_CL  Weakly_Supervised  Sentiment_Classification  Review  Pose  Action  Classification  Sentiment  Attention  Prediction  PDF
• 2019-09-23 Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution Network    Chen Zhang, Qiuchi Li, Dawei Song arXiv_CL arXiv_CL  Sentiment_Classification  RNN  Pose  Classification  Sentiment  Attention  PDF
• 2019-09-18 Text Length Adaptation in Sentiment Classification    Reinald Kim Amplayo, Seonjae Lim, Seung-won Hwang arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Sentiment_Classification  Review  Pose  Classification  Sentiment  PDF
• 2019-09-17 Generating Black-Box Adversarial Examples for Text Classifiers Using a Deep Reinforced Model    Prashanth Vijayaraghavan, Deb Roy arXiv_CL arXiv_CL  Reinforcement_Learning  Sentiment_Classification  Adversarial  Pose  Classification  Deep_Learning  Sentiment  PDF
• 2019-09-13 Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification    Binxuan Huang, Kathleen M. Carley arXiv_CL arXiv_CL  Sentiment_Classification  Classification  Sentiment  CNN  PDF
• 2019-09-10 Improving the Interpretability of Neural Sentiment Classifiers via Data Augmentation    Hanjie Chen, Yangfeng Ji arXiv_CL arXiv_CL  Sentiment_Classification  RNN  Knowledge  Adversarial  Pose  Classification  Sentiment  PDF
• 2019-09-08 Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks    Chen Zhang, Qiuchi Li, Dawei Song arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Sentiment  Attention  CNN  PDF
• 2019-09-05 Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks    Binxuan Huang, Kathleen M. Carley arXiv_CL arXiv_CL  Embedding  Bert  Sentiment_Classification  Pose  Classification  Relation  Sentiment  Attention  PDF
• 2019-09-01 Transfer Learning Between Related Tasks Using Expected Label Proportions    Matan Ben Noach, Yoav Goldberg arXiv_CL arXiv_CL  Transfer_Learning  Bert  Sentiment_Classification  Regularization  Pose  Classification  Deep_Learning  Sentiment  PDF
• 2019-08-31 NEZHA: Neural Contextualized Representation for Chinese Language Understanding    Junqiu Wei, Xiaozhe Ren, Xiaoguang Li, Wenyong Huang, Yi Liao, Yasheng Wang, Jiashu Lin, Xin Jiang, Xiao Chen, Qun Liu arXiv_CL arXiv_CL  Recognition  Bert  Sentiment_Classification  Classification  Sentiment  Inference  Language_Model  Matching  PDF
• 2019-08-31 Learning with Noisy Labels for Sentence-level Sentiment Classification    Hao Wang, Bing Liu, Chaozhuo Li, Yan Yang, Tianrui Li arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Sentiment  CNN  PDF
• 2019-08-30 Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification    Alexander Rietzler, Sebastian Stabinger, Paul Opitz, Stefan Engl arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Review  Self-Supervised  Classification  Sentiment  Language_Model  PDF
• 2019-08-29 A Joint Model for Aspect-Category Sentiment Analysis with Contextualized Aspect Embedding    Yuncong Li, Cunxiang Yin, Ting Wei, Huiqiang Zhong, Jinchang Luo, Siqi Xu, Xiaohui Wu arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Knowledge  Pose  Classification  Sentiment  Prediction  Matching  PDF
• 2019-08-19 Fine-grained Sentiment Analysis with Faithful Attention    Ruiqi Zhong, Steven Shao, Kathleen McKeown arXiv_CL arXiv_CL  Sentiment_Classification  Action  Classification  Relation  Sentiment  Relation_Extraction  Attention  PDF
• 2019-08-18 TDAM: a Topic-Dependent Attention Model for Sentiment Analysis    Gabriele Pergola, Lin Gui, Yulan He arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Review  Pose  Action  Classification  Sentiment  Attention  PDF
• 2019-08-13 A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interaction    Jordan J. Bird, Diego R. Faria, Luis J. Manso, Anikó Ekárt, Christopher D. Buckingham arXiv_AI arXiv_AI  Sentiment_Classification  RNN  Emotion  Action  Classification  Deep_Learning  Sentiment  Attention  PDF
• 2019-08-13 StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding    Wei Wang, Bin Bi, Ming Yan, Chen Wu, Zuyi Bao, Liwei Peng, Luo Si arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Classification  Sentiment  Attention  Inference  Language_Model  PDF
• 2019-07-28 Fusing location and text features for sentiment classification    Wei Lun Lim, Chiung Ching Ho, Choo-Yee Ting arXiv_CL arXiv_CL  Sentiment_Classification  Sparse  RNN  Pose  Classification  Sentiment  CNN  PDF
• 2019-07-15 Multi-modal Sentiment Analysis using Deep Canonical Correlation Analysis    Zhongkai Sun, Prathusha K Sarma, William Sethares, Erik P. Bucy arXiv_CL arXiv_CL  Embedding  Bert  Sentiment_Classification  Emotion  Classification  Relation  Sentiment  PDF
• 2019-07-10 Neural Networks as Explicit Word-Based Rules    Jindřich Libovický arXiv_CL arXiv_CL  Sentiment_Classification  Classification  Sentiment  CNN  PDF
• 2019-07-03 Deep neural network-based classification model for Sentiment Analysis    Donghang Pan, Jingling Yuan, Lin Li, Deming Sheng arXiv_AI arXiv_AI  Sentiment_Classification  RNN  Classification  Sentiment  Attention  PDF
• 2019-06-29 Latent Variable Sentiment Grammar    Liwen Zhang, Kewei Tu, Yue Zhang arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Classification  Sentiment  PDF
• 2019-06-19 Pre-Training with Whole Word Masking for Chinese BERT    Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Ziqing Yang, Shijin Wang, Guoping Hu arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Sentiment_Classification  Classification  Sentiment  Inference  Language_Model  Matching  PDF
• 2019-06-13 On the Effect of Word Order on Cross-lingual Sentiment Analysis    Àlex R. Atrio, Toni Badia, Jeremy Barnes arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  RNN  Classification  Sentiment  CNN  Language_Model  PDF
• 2019-06-13 Sentiment analysis is not solved! Assessing and probing sentiment classification    Jeremy Barnes, Lilja Øvrelid, Erik Velldal arXiv_CL arXiv_CL  Sentiment_Classification  Quantitative  Classification  Sentiment  PDF
• 2019-06-11 Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification    Pinlong Zhaoa, Linlin Houb, Ou Wua arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Sentiment  Attention  CNN  PDF
• 2019-06-08 Forward and Backward Knowledge Transfer for Sentiment Classification    Hao Wang, Bing Liu, Shuai Wang, Nianzu Ma, Yan Yang arXiv_AI arXiv_AI  Sentiment_Classification  Knowledge  Pose  Classification  Sentiment  PDF
• 2019-06-05 DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction    Huaishao Luo, Tianrui Li, Bing Liu, Junbo Zhang arXiv_CL arXiv_CL  Sentiment_Classification  RNN  Pose  Action  Classification  Relation  Sentiment  PDF
• 2019-05-23 An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese    Enkhbold Bataa, Joshua Wu arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Sentiment_Classification  Text_Classification  Review  Classification  Sentiment  Language_Model  PDF
• 2019-05-21 Story Ending Prediction by Transferable BERT    Zhongyang Li, Xiao Ding, Ting Liu arXiv_CL arXiv_CL  Transformer  Bert  Sentiment_Classification  Knowledge  Pose  Action  Classification  Sentiment  Inference  Language_Model  Prediction  PDF
• 2019-04-30 Semi-Unsupervised Lifelong Learning for Sentiment Classification    Xianbin Hong, Gautam Pal, Sheng-Uei Guan, Prudence Wong, Dawei Liu, Ka Lok Man, Xin Huang arXiv_AI arXiv_AI  Unsupervised  Sentiment_Classification  Knowledge  Review  Classification  Sentiment  Attention  PDF
• 2019-04-27 Sentiment Classification using N-gram IDF and Automated Machine Learning    Rungroj Maipradit, Hideaki Hata, Kenichi Matsumoto arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Sentiment  PDF
• 2019-04-17 DocBERT: BERT for Document Classification    Ashutosh Adhikari, Achyudh Ram, Raphael Tang, Jimmy Lin arXiv_CL arXiv_CL  Transformer  Bert  Sentiment_Classification  Classification  Sentiment  Attention  Inference  PDF
• 2019-04-10 A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification    Ziqian Zeng, Wenxuan Zhou, Xin Liu, Yangqiu Song arXiv_CL arXiv_CL  Weakly_Supervised  Sentiment_Classification  Pose  Classification  Sentiment  PDF
• 2019-04-05 NELEC at SemEval-2019 Task 3: Think Twice Before Going Deep    Parag Agrawal, Anshuman Suri arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Emotion  Classification  Detection  Sentiment  GAN  PDF
• 2019-04-03 BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis    Hu Xu, Bing Liu, Lei Shu, Philip S. Yu arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Knowledge  Review  Pose  Action  Classification  Sentiment  Language_Model  PDF
• 2019-03-28 Distilling Task-Specific Knowledge from BERT into Simple Neural Networks    Raphael Tang, Yao Lu, Linqing Liu, Lili Mou, Olga Vechtomova, Jimmy Lin arXiv_CL arXiv_CL  Bert  Sentiment_Classification  RNN  Knowledge  Pose  Classification  Sentiment  Inference  PDF
• 2019-03-28 Imbalanced Sentiment Classification Enhanced with Discourse Marker    Tao Zhang, Xing Wu, Meng Lin, Jizhong Han, Songlin Hu arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Emotion  Classification  Sentiment  Attention  PDF
• 2019-03-22 An end-to-end Neural Network Framework for Text Clustering    Jie Zhou, Xingyi Cheng, Jinchao Zhang arXiv_CL arXiv_CL  Unsupervised  Sentiment_Classification  Optimization  Represenation_Learning  Review  Pose  Classification  Sentiment  PDF
• 2019-02-28 Incorporating End-to-End Speech Recognition Models for Sentiment Analysis    Egor Lakomkin, Mohammad Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter arXiv_CL arXiv_CL  Recognition  Sentiment_Classification  Speech  Pose  Emotion  Action  Classification  Sentiment  Speech_Recognition  PDF
• 2019-02-27 Few-Shot Text Classification with Induction Network    Ruiying Geng, Binhua Li, Yongbin Li, Yuxiao Ye, Ping Jian, Jian Sun arXiv_CL arXiv_CL  Sentiment_Classification  Text_Classification  Pose  Classification  Sentiment  Few-Shot  PDF
• 2019-02-25 Attentional Encoder Network for Targeted Sentiment Classification    Youwei Song, Jiahai Wang, Tao Jiang, Zhiyue Liu, Yanghui Rao arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  RNN  Regularization  Pose  Classification  Sentiment  Attention  PDF
• 2019-02-18 Investigating the Effect of Segmentation Methods on Neural Model based Sentiment Analysis on Informal Short Texts in Turkish    Fatih Kurt, Dilek Kisa, Pinar Karagoz arXiv_CL arXiv_CL  Segmentation  Sentiment_Classification  RNN  Pose  Classification  Sentiment  CNN  PDF
• 2019-02-17 A Comparative Study of Feature Selection Methods for Dialectal Arabic Sentiment Classification Using Support Vector Machine    Omar Al-Harbi arXiv_CL arXiv_CL  Sentiment_Classification  Review  Pose  Classification  Relation  Sentiment  PDF
• 2019-02-14 Categorical Metadata Representation for Customized Text Classification    Jihyeok Kim, Reinald Kim Amplayo, Kyungjae Lee, Sua Sung, Minji Seo, Seung-won Hwang arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Text_Classification  Pose  Classification  Sentiment  Attention  PDF
• 2019-02-13 Predicting US State-Level Agricultural Sentiment as a Measure of Food Security with Tweets from Farming Communities    Jared Dunnmon, Swetava Ganguli, Darren Hau, Brooke Husic arXiv_AI arXiv_AI  Transfer_Learning  Sentiment_Classification  Sparse  RNN  Classification  Sentiment  CNN  Prediction  PDF
• 2019-02-12 Multimodal Sentiment Analysis: Addressing Key Issues and Setting up the Baselines    Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Erik Cambria, Alexander Gelbukh, Amir Hussain arXiv_CV arXiv_CV  Sentiment_Classification  Face  Classification  Sentiment  PDF
• 2019-02-07 Towards Autoencoding Variational Inference for Aspect-based Opinion Summary    Tai Hoang, Huy Le, Tho Quan arXiv_CL arXiv_CL  Enhancement  Sentiment_Classification  Knowledge  Pose  Classification  Sentiment  Inference  PDF
• 2019-01-23 Sentiment and Sarcasm Classification with Multitask Learning    Navonil Majumder, Soujanya Poria, Haiyun Peng, Niyati Chhaya, Erik Cambria, Alexander Gelbukh arXiv_CL arXiv_CL  Sentiment_Classification  Classification  Detection  Relation  Sentiment  PDF
• 2018-12-30 Sentiment Classification of Customer Reviews about Automobiles in Roman Urdu    Moin Khan, Kamran Malik arXiv_CL arXiv_CL  Sentiment_Classification  Text_Classification  Knowledge  Review  Pose  Classification  Relation  Sentiment  PDF
• 2018-12-27 CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis    Mengting Hu, Shiwan Zhao, Li Zhang, Keke Cai, Zhong Su, Renhong Cheng, Xiaowei Shen arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Sentiment  Attention  PDF
• 2018-12-23 Supervised Sentiment Classification with CNNs for Diverse SE Datasets    Achyudh Ram, Meiyappan Nagappan arXiv_CL arXiv_CL  Unsupervised  Sentiment_Classification  RNN  Review  Emotion  Classification  Sentiment  CNN  PDF
• 2018-12-04 Leveraging Multi-grained Sentiment Lexicon Information for Neural Sequence Models    Yan Zeng, Yangyang Lan, Yazhou Hao, Chen Li, Qinhua Zheng arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  RNN  Pose  Classification  Sentiment  Attention  PDF
• 2018-12-04 Practical Text Classification With Large Pre-Trained Language Models    Neel Kant, Raul Puri, Nikolai Yakovenko, Bryan Catanzaro arXiv_CL arXiv_CL  Transformer  Unsupervised  Sentiment_Classification  Text_Classification  Review  Pose  Emotion  Classification  Deep_Learning  Sentiment  Attention  Language_Model  PDF
• 2018-11-30 Sample-to-Sample Correspondence for Unsupervised Domain Adaptation    Debasmit Das, C.S. George Lee arXiv_CV arXiv_CV  Unsupervised  Sentiment_Classification  Optimization  Regularization  Pose  Classification  Sentiment  Image_Classification  Matching  PDF
• 2018-11-28 GIRNet: Interleaved Multi-Task Recurrent State Sequence Models    Divam Gupta, Tanmoy Chakraborty, Soumen Chakrabarti arXiv_CL arXiv_CL  Sentiment_Classification  RNN  Speech  Pose  Classification  Sentiment  Inference  PDF
• 2018-11-16 Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification    Zheng Li, Ying Wei, Yu Zhang, Xiang Zhang, Xin Li, Qiang Yang arXiv_CL arXiv_CL  Sentiment_Classification  Knowledge  Pose  Classification  Sentiment  Attention  GAN  PDF
• 2018-11-13 A Unified Model for Opinion Target Extraction and Target Sentiment Prediction    Xin Li, Lidong Bing, Piji Li, Wai Lam arXiv_CL arXiv_CL  Sentiment_Classification  RNN  Pose  Action  Classification  Relation  Sentiment  Prediction  PDF
• 2018-11-12 An Introductory Survey on Attention Mechanisms in NLP Problems    Dichao Hu arXiv_CL arXiv_CL  Sentiment_Classification  Knowledge  Survey  Classification  Sentiment  Attention  Summarization  PDF
• 2018-10-30 Recurrent Attention Unit    Guoqiang Zhong, Guohua Yue, Xiao Ling arXiv_CL arXiv_CL  Image_Caption  Handwriting  Recognition  Sentiment_Classification  RNN  Pose  Classification  Sentiment  Attention  Image_Classification  Language_Model  PDF
• 2018-10-15 Super Characters: A Conversion from Sentiment Classification to Image Classification    Baohua Sun, Lin Yang, Patrick Dong, Wenhan Zhang, Jason Dong, Charles Young arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Pose  Classification  Sentiment  Image_Classification  PDF
• 2018-09-07 Cell-aware Stacked LSTMs for Modeling Sentences    Jihun Choi, Taeuk Kim, Sang-goo Lee arXiv_CL arXiv_CL  Sentiment_Classification  RNN  Pose  Classification  Detection  Sentiment  Inference  PDF
• 2018-09-03 Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification    Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier arXiv_CL arXiv_CL  Sentiment_Classification  Regularization  Pose  Classification  Sentiment  PDF
• 2018-08-30 Iterative Recursive Attention Model for Interpretable Sequence Classification    Martin Tutek, Jan Šnajder arXiv_CL arXiv_CL  Sentiment_Classification  Classification  Sentiment  Attention  Inference  PDF
• 2018-08-23 Revisiting the Importance of Encoding Logic Rules in Sentiment Classification    Kalpesh Krishna, Preethi Jyothi, Mohit Iyyer arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Classification  Sentiment  PDF
• 2018-08-18 Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification    Xilun Chen, Yu Sun, Ben Athiwaratkun, Claire Cardie, Kilian Weinberger arXiv_CL arXiv_CL  Sentiment_Classification  Knowledge  Adversarial  Pose  Classification  Sentiment  PDF
• 2018-07-30 On the effectiveness of feature set augmentation using clusters of word embeddings    Georgios Balikas, Ioannis Partalas arXiv_CL arXiv_CL  Segmentation  Embedding  Sentiment_Classification  Classification  Sentiment  PDF
• 2018-07-13 A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification    Zeyang Lei, Yujiu Yang, Min Yang, Yi Liu arXiv_CL arXiv_CL  Sentiment_Classification  Knowledge  Pose  Classification  Deep_Learning  Sentiment  Attention  Prediction  PDF
• 2018-07-09 A Combined CNN and LSTM Model for Arabic Sentiment Analysis    Abdulaziz M. Alayba, Vasile Palade, Matthew England, Rahat Iqbal arXiv_CL arXiv_CL  Recognition  Sentiment_Classification  RNN  Classification  Sentiment  CNN  PDF
• 2018-07-05 A Review of Different Word Embeddings for Sentiment Classification using Deep Learning    Debadri Dutta arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Review  Classification  Deep_Learning  Sentiment  PDF
• 2018-07-04 A Convolutional Neural Network for Aspect Sentiment Classification    Yongping Xing, Chuangbai Xiao, Yifei Wu, Ziming Ding arXiv_CL arXiv_CL  Sentiment_Classification  RNN  Classification  Sentiment  Attention  CNN  PDF
• 2018-07-03 Getting the subtext without the text: Scalable multimodal sentiment classification from visual and acoustic modalities    Nathaniel Blanchard, Daniel Moreira, Aparna Bharati, Walter J. Scheirer arXiv_CV arXiv_CV  Sentiment_Classification  Emotion  Classification  Detection  Sentiment  PDF
• 2018-06-26 Enhancing Sentence Embedding with Generalized Pooling    Qian Chen, Zhen-Hua Ling, Xiaodan Zhu arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Pose  Classification  Sentiment  Attention  Inference  PDF
• 2018-06-19 Using J-K fold Cross Validation to Reduce Variance When Tuning NLP Models    Henry B.Moss, David S.Leslie, Paul Rayson arXiv_CL arXiv_CL  Sentiment_Classification  Speech  Pose  Classification  Sentiment  Recommendation  PDF
• 2018-06-17 An Improved Text Sentiment Classification Model Using TF-IDF and Next Word Negation    Bijoyan Das, Sarit Chakraborty arXiv_CL arXiv_CL  Sentiment_Classification  Text_Classification  Pose  Classification  Sentiment  PDF
• 2018-05-18 Suffix Bidirectional Long Short-Term Memory    Siddhartha Brahma arXiv_AI arXiv_AI  Recognition  Sentiment_Classification  Text_Classification  RNN  Pose  Classification  Sentiment  PDF
• 2017-08-08 Mining fine-grained opinions on closed captions of YouTube videos with an attention-RNN    Edison Marrese-Taylor, Jorge A. Balazs, Yutaka Matsuo arXiv_CV arXiv_CV  Sentiment_Classification  RNN  Review  Speech  Action  Classification  Sentiment  Attention  Caption  PDF
• 2016-10-17 Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification    Jiacheng Xu, Danlu Chen, Xipeng Qiu, Xuangjing Huang arXiv_CV arXiv_CV  Sentiment_Classification  RNN  Pose  Classification  Sentiment  PDF
• 2016-09-24 Aspect Level Sentiment Classification with Deep Memory Network    Duyu Tang, Bing Qin, Ting Liu arXiv_CV arXiv_CV  Sentiment_Classification  RNN  Classification  Sentiment  Attention  PDF
• 2015-05-30 Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks    Kai Sheng Tai, Richard Socher, Christopher D. Manning arXiv_CV arXiv_CV  Sentiment_Classification  RNN  Memory_Networks  Classification  Sentiment  PDF