| 2021 | Revisiting Simple Neural Probabilistic Language Models. | Simeng Sun, Mohit Iyyer |
| 2021 | D2S: Document-to-Slide Generation Via Query-Based Text Summarization. | Edward Sun, Yufang Hou, Dakuo Wang, Yunfeng Zhang, Nancy Xin Ru Wang |
| 2021 | TITA: A Two-stage Interaction and Topic-Aware Text Matching Model. | Xingwu Sun, Yanling Cui, Hongyin Tang, Qiuyu Zhu, Fuzheng Zhang, Beihong Jin |
| 2021 | LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval. | Siqi Sun, Yen-Chun Chen, Linjie Li, Shuohang Wang, Yuwei Fang, Jingjing Liu |
| 2021 | Put Chatbot into Its Interlocutor's Shoes: New Framework to Learn Chatbot Responding with Intention. | Hsuan Su, Jiun-Hao Jhan, Fan-Yun Sun, Saurav Sahay, Hung-yi Lee |
| 2021 | Knowledge Guided Metric Learning for Few-Shot Text Classification. | Dianbo Sui, Yubo Chen, Binjie Mao, Delai Qiu, Kang Liu, Jun Zhao |
| 2021 | Context-aware Decoder for Neural Machine Translation using a Target-side Document-Level Language Model. | Amane Sugiyama, Naoki Yoshinaga |
| 2021 | SpanPredict: Extraction of Predictive Document Spans with Neural Attention. | Vivek Subramanian, Matthew Engelhard, Samuel Berchuck, Liqun Chen, Ricardo Henao, Lawrence Carin |
| 2021 | Pretrain-Finetune Based Training of Task-Oriented Dialogue Systems in a Real-World Setting. | Manisha Srivastava, Yichao Lu, Riley Peschon, Chenyang Li |
| 2021 | Combining Weakly Supervised ML Techniques for Low-Resource NLU. | Victor Soto, Konstantine Arkoudas |
| 2021 | SentSim: Crosslingual Semantic Evaluation of Machine Translation. | Yurun Song, Junchen Zhao, Lucia Specia |
| 2021 | Universal Adversarial Attacks with Natural Triggers for Text Classification. | Liwei Song, Xinwei Yu, Hsuan-Tung Peng, Karthik Narasimhan |
| 2021 | A New Approach to Overgenerating and Scoring Abstractive Summaries. | Kaiqiang Song, Bingqing Wang, Zhe Feng, Fei Liu |
| 2021 | An Emotional Comfort Framework for Improving User Satisfaction in E-Commerce Customer Service Chatbots. | Shuangyong Song, Chao Wang, Haiqing Chen, Huan Chen |
| 2021 | Scalar Adjective Identification and Multilingual Ranking. | Aina Gar Soler, Marianna Apidianaki |
| 2021 | Mediators in Determining what Processing BERT Performs First. | Aviv Slobodkin, Leshem Choshen, Omri Abend |
| 2021 | MIMOQA: Multimodal Input Multimodal Output Question Answering. | Hrituraj Singh, Anshul Nasery, Denil Mehta, Aishwarya Agarwal, Jatin Lamba, Balaji Vasan Srinivasan |
| 2021 | Towards a Comprehensive Understanding and Accurate Evaluation of Societal Biases in Pre-Trained Transformers. | Andrew Silva, Pradyumna Tambwekar, Matthew C. Gombolay |
| 2021 | Do RNN States Encode Abstract Phonological Alternations? | Miikka Silfverberg, Francis M. Tyers, Garrett Nicolai, Mans Hulden |
| 2021 | Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing. | Boaz Shmueli, Jan Fell, Soumya Ray, Lun-Wei Ku |
| 2021 | Learning Syntax from Naturally-Occurring Bracketings. | Tianze Shi, Ozan Irsoy, Igor Malioutov, Lillian Lee |
| 2021 | Diversity-Aware Batch Active Learning for Dependency Parsing. | Tianze Shi, Adrian Benton, Igor Malioutov, Ozan Irsoy |
| 2021 | Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle. | Yikang Shen, Shawn Tan, Alessandro Sordoni, Siva Reddy, Aaron C. Courville |
| 2021 | TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names. | Jiaming Shen, Wenda Qiu, Yu Meng, Jingbo Shang, Xiang Ren, Jiawei Han |
| 2021 | "Nice Try, Kiddo": Investigating Ad Hominems in Dialogue Responses. | Emily Sheng, Kai-Wei Chang, Prem Natarajan, Nanyun Peng |