| 2021 | Dictionary-based Debiasing of Pre-trained Word Embeddings. | Masahiro Kaneko, Danushka Bollegala |
| 2021 | A New Surprise Measure for Extracting Interesting Relationships between Persons. | Hidetaka Kamigaito, Jingun Kwon, Young-In Song, Manabu Okumura |
| 2021 | Effects of Pre- and Post-Processing on type-based Embeddings in Lexical Semantic Change Detection. | Jens Kaiser, Sinan Kurtyigit, Serge Kotchourko, Dominik Schlechtweg |
| 2021 | Dependency parsing with structure preserving embeddings. | kos Kdr, Lan Xiao, Mete Kemertas, Federico Fancellu, Allan D. Jepson, Afsaneh Fazly |
| 2021 | Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks. | Endri Kacupaj, Joan Plepi, Kuldeep Singh, Harsh Thakkar, Jens Lehmann, Maria Maleshkova |
| 2021 | Finite-state script normalization and processing utilities: The Nisaba Brahmic library. | Cibu Johny, Lawrence Wolf-Sonkin, Alexander Gutkin, Brian Roark |
| 2021 | Attention-based Relational Graph Convolutional Network for Target-Oriented Opinion Words Extraction. | Junfeng Jiang, An Wang, Akiko Aizawa |
| 2021 | Exploiting Definitions for Frame Identification. | Tianyu Jiang, Ellen Riloff |
| 2021 | Multilingual Email Zoning. | Bruno Jardim, Ricardo Rei, Mariana S. C. Almeida |
| 2021 | Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs. | Dora Jambor, Komal K. Teru, Joelle Pineau, William L. Hamilton |
| 2021 | Annealing Knowledge Distillation. | Aref Jafari, Mehdi Rezagholizadeh, Pranav Sharma, Ali Ghodsi |
| 2021 | Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning. | Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama |
| 2021 | Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering. | Gautier Izacard, Edouard Grave |
| 2021 | Communicative-Function-Based Sentence Classification for Construction of an Academic Formulaic Expression Database. | Kenichi Iwatsuki, Akiko Aizawa |
| 2021 | Exploring Supervised and Unsupervised Rewards in Machine Translation. | Julia Ive, Zixu Wang, Marina Fomicheva, Lucia Specia |
| 2021 | Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation. | Julia Ive, Andy Mingren Li, Yishu Miao, Ozan Caglayan, Pranava Madhyastha, Lucia Specia |
| 2021 | TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation. | Guangneng Hu, Qiang Yang |
| 2021 | One-class Text Classification with Multi-modal Deep Support Vector Data Description. | Chenlong Hu, Yukun Feng, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura |
| 2021 | On Robustness of Neural Semantic Parsers. | Shuo Huang, Zhuang Li, Lizhen Qu, Lei Pan |
| 2021 | Extractive Summarization Considering Discourse and Coreference Relations based on Heterogeneous Graph. | Yin Jou Huang, Sadao Kurohashi |
| 2021 | Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs. | Kuan-Hao Huang, Kai-Wei Chang |
| 2021 | Enconter: Entity Constrained Progressive Sequence Generation via Insertion-based Transformer. | Lee-Hsun Hsieh, Yang-Yin Lee, Ee-Peng Lim |
| 2021 | TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics. | Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, Debasis Ganguly |
| 2021 | Removing Word-Level Spurious Alignment between Images and Pseudo-Captions in Unsupervised Image Captioning. | Ukyo Honda, Yoshitaka Ushiku, Atsushi Hashimoto, Taro Watanabe, Yuji Matsumoto |
| 2021 | Building Representative Corpora from Illiterate Communities: A Reviewof Challenges and Mitigation Strategies for Developing Countries. | Stephanie Hirmer, Alycia Leonard, Josephine Tumwesige, Costanza Conforti |