| 2020 | Compressing Pre-trained Language Models by Matrix Decomposition. | Matan Ben Noach, Yoav Goldberg |
| 2020 | Text Simplification with Reinforcement Learning Using Supervised Rewards on Grammaticality, Meaning Preservation, and Simplicity. | Akifumi Nakamachi, Tomoyuki Kajiwara, Yuki Arase |
| 2020 | A Systematic Characterization of Sampling Algorithms for Open-ended Language Generation. | Moin Nadeem, Tianxing He, Kyunghyun Cho, James R. Glass |
| 2020 | Multi-task Learning for Automated Essay Scoring with Sentiment Analysis. | Panitan Muangkammuen, Fumiyo Fukumoto |
| 2020 | Training with Adversaries to Improve Faithfulness of Attention in Neural Machine Translation. | Pooya Moradi, Nishant Kambhatla, Anoop Sarkar |
| 2020 | Are Scene Graphs Good Enough to Improve Image Captioning? | Victor Siemen Janusz Milewski, Marie-Francine Moens, Iacer Calixto |
| 2020 | Happy Are Those Who Grade without Seeing: A Multi-Task Learning Approach to Grade Essays Using Gaze Behaviour. | Sandeep Mathias, V. Rudra Murthy, Diptesh Kanojia, Abhijit Mishra, Pushpak Bhattacharyya |
| 2020 | SimulMT to SimulST: Adapting Simultaneous Text Translation to End-to-End Simultaneous Speech Translation. | Xutai Ma, Juan Miguel Pino, Philipp Koehn |
| 2020 | Aspect Extraction Using Coreference Resolution and Unsupervised Filtering. | Deon Mai, Wei Emma Zhang |
| 2020 | MaP: A Matrix-based Prediction Approach to Improve Span Extraction in Machine Reading Comprehension. | Huaishao Luo, Yu Shi, Ming Gong, Linjun Shou, Tianrui Li |
| 2020 | Event Coreference Resolution with Non-Local Information. | Jing Lu, Vincent Ng |
| 2020 | Exploiting WordNet Synset and Hypernym Representations for Answer Selection. | Weikang Li, Yunfang Wu |
| 2020 | metaCAT: A Metadata-based Task-oriented Chatbot Annotation Tool. | Ximing Liu, Wei Xue, Qi Su, Weiran Nie, Wei Peng |
| 2020 | Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads. | Bowen Li, Taeuk Kim, Reinald Kim Amplayo, Frank Keller |
| 2020 | Two-Headed Monster and Crossed Co-Attention Networks. | Yaoyiran Li, Jing Jiang |
| 2020 | Analysis of Hierarchical Multi-Content Text Classification Model on B-SHARP Dataset for Early Detection of Alzheimer's Disease. | Renxuan Albert Li, Ihab Hajjar, Felicia Goldstein, Jinho D. Choi |
| 2020 | MRC Examples Answerable by BERT without a Question Are Less Effective in MRC Model Training. | Hongyu Li, Tengyang Chen, Shuting Bai, Takehito Utsuro, Yasuhide Kawada |
| 2020 | Explaining Word Embeddings via Disentangled Representation. | Keng-Te Liao, Cheng-Syuan Lee, Zhong-Yu Huang, Shou-de Lin |
| 2020 | AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises. | Nham Le, Tuan Manh Lai, Trung Bui, Doo Soon Kim |
| 2020 | Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis. | Joo Augusto Leite, Diego F. Silva, Kalina Bontcheva, Carolina Scarton |
| 2020 | A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion. | Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Walter Chang, Fei Liu |
| 2020 | Towards a Task-Agnostic Model of Difficulty Estimation for Supervised Learning Tasks. | Antonio Laverghetta, Jamshidbek Mirzakhalov, John Licato |
| 2020 | ISA: An Intelligent Shopping Assistant. | Tuan Manh Lai, Trung Bui, Nedim Lipka |
| 2020 | Vocabulary Matters: A Simple yet Effective Approach to Paragraph-level Question Generation. | Vishwajeet Kumar, Manish Joshi, Ganesh Ramakrishnan, Yuan-Fang Li |
| 2020 | Liputan6: A Large-scale Indonesian Dataset for Text Summarization. | Fajri Koto, Jey Han Lau, Timothy Baldwin |