| 2021 | Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents. | Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee |
| 2021 | EaSe: A Diagnostic Tool for VQA based on Answer Diversity. | Shailza Jolly, Sandro Pezzelle, Moin Nabi |
| 2021 | Discrete Argument Representation Learning for Interactive Argument Pair Identification. | Lu Ji, Zhongyu Wei, Jing Li, Qi Zhang, Xuanjing Huang |
| 2021 | Seed Word Selection for Weakly-Supervised Text Classification with Unsupervised Error Estimation. | Yiping Jin, Akshay Bhatia, Dittaya Wanvarie |
| 2021 | On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning. | Xisen Jin, Francesco Barbieri, Brendan Kennedy, Aida Mostafazadeh Davani, Leonardo Neves, Xiang Ren |
| 2021 | Modeling the Severity of Complaints in Social Media. | Mali Jin, Nikolaos Aletras |
| 2021 | Heterogeneous Graph Neural Networks for Concept Prerequisite Relation Learning in Educational Data. | Chenghao Jia, Yongliang Shen, Yechun Tang, Lu Sun, Weiming Lu |
| 2021 | Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization. | Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal, Jianfeng Gao |
| 2021 | Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention Network. | Fan Jiang, Trevor Cohn |
| 2021 | "I'm Not Mad": Commonsense Implications of Negation and Contradiction. | Liwei Jiang, Antoine Bosselut, Chandra Bhagavatula, Yejin Choi |
| 2021 | WikiTalkEdit: A Dataset for modeling Editors' behaviors on Wikipedia. | Kokil Jaidka, Andrea Ceolin, Iknoor Singh, Niyati Chhaya, Lyle H. Ungar |
| 2021 | Multitasking Inhibits Semantic Drift. | Athul Paul Jacob, Mike Lewis, Jacob Andreas |
| 2021 | RECONSIDER: Improved Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering. | Srinivasan Iyer, Sewon Min, Yashar Mehdad, Wen-tau Yih |
| 2021 | Source and Target Bidirectional Knowledge Distillation for End-to-end Speech Translation. | Hirofumi Inaguma, Tatsuya Kawahara, Shinji Watanabe |
| 2021 | Probing Contextual Language Models for Common Ground with Visual Representations. | Gabriel Ilharco, Rowan Zellers, Ali Farhadi, Hannaneh Hajishirzi |
| 2021 | TABBIE: Pretrained Representations of Tabular Data. | Hiroshi Iida, Dung Thai, Varun Manjunatha, Mohit Iyyer |
| 2021 | Multi-Task Learning of Generation and Classification for Emotion-Aware Dialogue Response Generation. | Tatsuya Ide, Daisuke Kawahara |
| 2021 | Explicit Alignment Objectives for Multilingual Bidirectional Encoders. | Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig |
| 2021 | Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding. | Ting Hua, Yilin Shen, Changsheng Zhao, Yen-Chang Hsu, Hongxia Jin |
| 2021 | Continual Learning for Text Classification with Information Disentanglement Based Regularization. | Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang, Diyi Yang |
| 2021 | Breadth First Reasoning Graph for Multi-hop Question Answering. | Yongjie Huang, Meng Yang |
| 2021 | Seq2Emo: A Sequence to Multi-Label Emotion Classification Model. | Chenyang Huang, Amine Trabelsi, Xuebin Qin, Nawshad Farruque, Lili Mou, Osmar R. Zaane |
| 2021 | Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models. | Poyao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alex Hauptmann |
| 2021 | Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models. | James Y. Huang, Kuan-Hao Huang, Kai-Wei Chang |
| 2021 | Semantic Frame Forecast. | Chieh-Yang Huang, Ting-Hao 'Kenneth' Huang |