| 2022 | A New Concept of Knowledge based Question Answering (KBQA) System for Multi-hop Reasoning. | Yu Wang, Vijay Srinivasan, Hongxia Jin |
| 2022 | Exploring the Universal Vulnerability of Prompt-based Learning Paradigm. | Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu |
| 2022 | Syntax Controlled Knowledge Graph-to-Text Generation with Order and Semantic Consistency. | Jin Liu, Chongfeng Fan, Fengyu Zhou, Huijuan Xu |
| 2022 | MTG: A Benchmark Suite for Multilingual Text Generation. | Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li |
| 2022 | Controlled Data Generation via Insertion Operations for NLU. | Manoj Kumar, Yuval Merhav, Haidar Khan, Rahul Gupta, Anna Rumshisky, Wael Hamza |
| 2022 | MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction. | Yue Zhang, Zhenghua Li, Zuyi Bao, Jiacheng Li, Bo Zhang, Chen Li, Fei Huang, Min Zhang |
| 2022 | MultiSpanQA: A Dataset for Multi-Span Question Answering. | Haonan Li, Martin Tomko, Maria Vasardani, Timothy Baldwin |
| 2022 | You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas. | Haoran Li, Yangqiu Song, Lixin Fan |
| 2022 | Post-Training Dialogue Summarization using Pseudo-Paraphrasing. | Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Q. Zhu |
| 2022 | Can Rationalization Improve Robustness? | Howard Chen, Jacqueline He, Karthik Narasimhan, Danqi Chen |
| 2022 | CULG: Commercial Universal Language Generation. | Haonan Li, Yameng Huang, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin, Nan Duan |
| 2022 | Entity Linking via Explicit Mention-Mention Coreference Modeling. | Dhruv Agarwal, Rico Angell, Nicholas Monath, Andrew McCallum |
| 2022 | Non-Autoregressive Chinese ASR Error Correction with Phonological Training. | Zheng Fang, Ruiqing Zhang, Zhongjun He, Hua Wu, Yanan Cao |
| 2022 | Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation. | Zhijing Wu, Hua Xu, Jingliang Fang, Kai Gao |
| 2022 | Measure and Improve Robustness in NLP Models: A Survey. | Xuezhi Wang, Haohan Wang, Diyi Yang |
| 2022 | ErAConD: Error Annotated Conversational Dialog Dataset for Grammatical Error Correction. | Xun Yuan, Derek Pham, Sam Davidson, Zhou Yu |
| 2022 | A Robustly Optimized BMRC for Aspect Sentiment Triplet Extraction. | Shu Liu, Kaiwen Li, Zuhe Li |
| 2022 | Retrieval-augmented Generation across Heterogeneous Knowledge. | Wenhao Yu |
| 2022 | MOVER: Mask, Over-generate and Rank for Hyperbole Generation. | Yunxiang Zhang, Xiaojun Wan |
| 2022 | Learning Dialogue Representations from Consecutive Utterances. | Zhihan Zhou, Dejiao Zhang, Wei Xiao, Nicholas Dingwall, Xiaofei Ma, Andrew O. Arnold, Bing Xiang |
| 2022 | Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training. | Yifan Gao, Qingyu Yin, Zheng Li, Rui Meng, Tong Zhao, Bing Yin, Irwin King, Michael R. Lyu |
| 2022 | IDPG: An Instance-Dependent Prompt Generation Method. | Zhuofeng Wu, Sinong Wang, Jiatao Gu, Rui Hou, Yuxiao Dong, V. G. Vinod Vydiswaran, Hao Ma |
| 2022 | Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity. | Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston |
| 2022 | DOCmT5: Document-Level Pretraining of Multilingual Language Models. | Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar, Melvin Johnson |
| 2022 | On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations. | Roy Schwartz, Gabriel Stanovsky |