| 2022 | Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks. | Laura Aina, Nikos Voskarides, Roi Blanco |
| 2022 | Risk-graded Safety for Handling Medical Queries in Conversational AI. | Gavin Abercrombie, Verena Rieser |
| 2020 | NLPStatTest: A Toolkit for Comparing NLP System Performance. | Haotian Zhu, Denise Mak, Jesse Gioannini, Fei Xia |
| 2020 | Answering Product-related Questions with Heterogeneous Information. | Wenxuan Zhang, Qian Yu, Wai Lam |
| 2020 | Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base Pairs. | Haiyang Zhang, Alison Sneyd, Mark Stevenson |
| 2020 | Learning Goal-oriented Dialogue Policy with opposite Agent Awareness. | Zheng Zhang, Lizi Liao, Xiaoyan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang |
| 2020 | Intent Detection with WikiHow. | Li Zhang, Qing Lyu, Chris Callison-Burch |
| 2020 | ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs. | Jifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juanzi Li, Jie Tang, Minlie Huang, Zhiyuan Liu |
| 2020 | Point-of-Interest Oriented Question Answering with Joint Inference of Semantic Matching and Distance Correlation. | Yifei Yuan, Jingbo Zhou, Wai Lam |
| 2020 | Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis. | Li Yuan, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2020 | BCTH: A Novel Text Hashing Approach via Bayesian Clustering. | Wenjie Ying, Yuquan Le, Hantao Xiong |
| 2020 | Predicting and Using Target Length in Neural Machine Translation. | Zijian Yang, Yingbo Gao, Weiyue Wang, Hermann Ney |
| 2020 | Unbiasing Review Ratings with Tendency Based Collaborative Filtering. | Pranshi Yadav, Priya Yadav, Pegah Nokhiz, Vivek Gupta |
| 2020 | Mixed-Lingual Pre-training for Cross-lingual Summarization. | Ruochen Xu, Chenguang Zhu, Yu Shi, Michael Zeng, Xuedong Huang |
| 2020 | UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database. | Canwen Xu, Tao Ge, Chenliang Li, Furu Wei |
| 2020 | Improving Context Modeling in Neural Topic Segmentation. | Linzi Xing, Brad Hackinen, Giuseppe Carenini, Francesco Trebbi |
| 2020 | Systematically Exploring Redundancy Reduction in Summarizing Long Documents. | Wen Xiao, Giuseppe Carenini |
| 2020 | Sina Mandarin Alphabetical Words: A Web-driven Code-mixing Lexical Resource. | Rong Xiang, Mingyu Wan, Qi Su, Chu-Ren Huang, Qin Lu |
| 2020 | Towards Non-task-specific Distillation of BERT via Sentence Representation Approximation. | Bowen Wu, Huan Zhang, Mengyuan Li, Zongsheng Wang, Qihang Feng, Junhong Huang, Baoxun Wang |
| 2020 | SentiRec: Sentiment Diversity-aware Neural News Recommendation. | Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang |
| 2020 | Automatic Classification of Students on Twitter Using Simple Profile Information. | Lili-Michal Wilson, Christopher Wun |
| 2020 | IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding. | Bryan Wilie, Karissa Vincentio, Genta Indra Winata, Samuel Cahyawijaya, Xiaohong Li, Zhi Yuan Lim, Sidik Soleman, Rahmad Mahendra, Pascale Fung, Syafri Bahar, Ayu Purwarianti |
| 2020 | Touch Editing: A Flexible One-Time Interaction Approach for Translation. | Qian Wang, Jiajun Zhang, Lemao Liu, Guoping Huang, Chengqing Zong |
| 2020 | Fairseq S2T: Fast Speech-to-Text Modeling with Fairseq. | Changhan Wang, Yun Tang, Xutai Ma, Anne Wu, Dmytro Okhonko, Juan Miguel Pino |
| 2020 | Second-Order Neural Dependency Parsing with Message Passing and End-to-End Training. | Xinyu Wang, Kewei Tu |