| 2022 | Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora. | Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-Wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren |
| 2022 | Event Schema Induction with Double Graph Autoencoders. | Xiaomeng Jin, Manling Li, Heng Ji |
| 2022 | Shedding New Light on the Language of the Dark Web. | Youngjin Jin, Eugene Jang, Yongjae Lee, Seungwon Shin, Jin-Woo Chung |
| 2022 | To Answer or Not To Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning. | Yunjie Ji, Liangyu Chen, Chenxiao Dou, Baochang Ma, Xiangang Li |
| 2022 | $Great Truths are Always Simple: $ A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models. | Jinhao Jiang, Kun Zhou, Ji-Rong Wen, Wayne Xin Zhao |
| 2022 | Contrastive Learning for Prompt-based Few-shot Language Learners. | Yiren Jian, Chongyang Gao, Soroush Vosoughi |
| 2022 | Embedding Hallucination for Few-shot Language Fine-tuning. | Yiren Jian, Chongyang Gao, Soroush Vosoughi |
| 2022 | OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering. | Zhengbao Jiang, Yi Mao, Pengcheng He, Graham Neubig, Weizhu Chen |
| 2022 | BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation. | Yuchen Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Jian Yang, Haoyang Huang, Rico Sennrich, Ryan Cotterell, Mrinmaya Sachan, Ming Zhou |
| 2022 | Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding. | Ao Jia, Yu He, Yazhou Zhang, Sagar Uprety, Dawei Song, Christina Lioma |
| 2022 | Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence. | Myeongjun Jang, Frank Mtumbuka, Thomas Lukasiewicz |
| 2022 | Language Models for Code-switch Detection of te reo Māori and English in a Low-resource Setting. | Jesin James, Vithya Yogarajan, Isabella Shields, Catherine I. Watson, Peter Keegan, Keoni Mahelona, Peter-Lucas Jones |
| 2022 | What Factors Should Paper-Reviewer Assignments Rely On? Community Perspectives on Issues and Ideals in Conference Peer-Review. | Terne Sasha Thorn Jakobsen, Anna Rogers |
| 2022 | Models In a Spelling Bee: Language Models Implicitly Learn the Character Composition of Tokens. | Itay Itzhak, Omer Levy |
| 2022 | The Case for a Single Model that can Both Generate Continuations and Fill-in-the-Blank. | Daphne Ippolito, Liam Dugan, Emily Reif, Ann Yuan, Andy Coenen, Chris Callison-Burch |
| 2022 | Enhance Incomplete Utterance Restoration by Joint Learning Token Extraction and Text Generation. | Shumpei Inoue, Tsungwei Liu, Son Nguyen, Minh-Tien Nguyen |
| 2022 | Language Model Augmented Monotonic Attention for Simultaneous Translation. | Sathish Reddy Indurthi, Mohd Abbas Zaidi, Beomseok Lee, Nikhil Kumar Lakumarapu, Sangha Kim |
| 2022 | Putting the Con in Context: Identifying Deceptive Actors in the Game of Mafia. | Samee Ibraheem, Gaoyue Zhou, John DeNero |
| 2022 | A Label-Aware Autoregressive Framework for Cross-Domain NER. | Jinpeng Hu, He Zhao, Dan Guo, Xiang Wan, Tsung-Hui Chang |
| 2022 | Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation. | Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie |
| 2022 | Dual-Channel Evidence Fusion for Fact Verification over Texts and Tables. | Nan Hu, Zirui Wu, Yuxuan Lai, Xiao Liu, Yansong Feng |
| 2022 | Hero-Gang Neural Model For Named Entity Recognition. | Jinpeng Hu, Yaling Shen, Yang Liu, Xiang Wan, Tsung-Hui Chang |
| 2022 | Denoising Neural Network for News Recommendation with Positive and Negative Implicit Feedback. | Yunfan Hu, Zhaopeng Qiu, Xian Wu |
| 2022 | Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog. | Chia-Chien Hung, Anne Lauscher, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas |
| 2022 | ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence. | Yibo Hu, Seyyed MohammadSaleh Hosseini, Erick Skorupa Parolin, Javier Osorio, Latifur Khan, Patrick T. Brandt, Vito D'Orazio |