| 2022 | Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding. | Zhaoye Fei, Yu Tian, Yongkang Wu, Xinyu Zhang, Yutao Zhu, Zheng Liu, Jiawen Wu, Dejiang Kong, Ruofei Lai, Zhao Cao, Zhicheng Dou, Xipeng Qiu |
| 2022 | Aligning Multilingual Embeddings for Improved Code-switched Natural Language Understanding. | Barah Fazili, Preethi Jyothi |
| 2022 | A Distance-Aware Multi-Task Framework for Conversational Discourse Parsing. | Yaxin Fan, Peifeng Li, Fang Kong, Qiaoming Zhu |
| 2022 | Improving Low-resource RRG Parsing with Cross-lingual Self-training. | Kilian Evang, Laura Kallmeyer, Jakub Waszczuk, Kilu von Prince, Tatiana Bladier, Simon Petitjean |
| 2022 | QUAK: A Synthetic Quality Estimation Dataset for Korean-English Neural Machine Translation. | Sugyeong Eo, Chanjun Park, Hyeonseok Moon, Jaehyung Seo, Gyeongmin Kim, Jungseob Lee, Heuiseok Lim |
| 2022 | SOS: Systematic Offensive Stereotyping Bias in Word Embeddings. | Fatma Elsafoury, Steven R. Wilson, Stamos Katsigiannis, Naeem Ramzan |
| 2022 | ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining. | Mohamed Elaraby, Diane J. Litman |
| 2022 | Data-driven Approach to Differentiating between Depression and Dementia from Noisy Speech and Language Data. | Malikeh Ehghaghi, Frank Rudzicz, Jekaterina Novikova |
| 2022 | Cross-Dialect Social Media Dependency Parsing for Social Scientific Entity Attribute Analysis. | Chloe Eggleston, Brendan O'Connor |
| 2022 | Mitigating Data Shift of Biomedical Research Articles for Information Retrieval and Semantic Indexing. | Nima Ebadi, Anthony Rios, Peyman Najafirad |
| 2022 | ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation. | Cunxiao Du, Zhaopeng Tu, Longyue Wang, Jing Jiang |
| 2022 | Stability of Syntactic Dialect Classification over Space and Time. | Jonathan Dunn, Sidney G.-J. Wong |
| 2022 | Cluster-aware Pseudo-Labeling for Supervised Open Relation Extraction. | Bin Duan, Shusen Wang, Xingxian Liu, Yajing Xu |
| 2022 | CoHS-CQG: Context and History Selection for Conversational Question Generation. | Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq R. Joty, Ai Ti Aw |
| 2022 | Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective. | Shihan Dou, Rui Zheng, Ting Wu, Songyang Gao, Junjie Shan, Qi Zhang, Yueming Wu, Xuanjing Huang |
| 2022 | PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling. | Guanting Dong, Daichi Guo, Liwen Wang, Xuefeng Li, Zechen Wang, Chen Zeng, Keqing He, Jinzheng Zhao, Hao Lei, Xinyue Cui, Yi Huang, Junlan Feng, Weiran Xu |
| 2022 | Multi Graph Neural Network for Extractive Long Document Summarization. | Xuan-Dung Doan, Le-Minh Nguyen, Khac-Hoai Nam Bui |
| 2022 | CogBERT: Cognition-Guided Pre-trained Language Models. | Xiao Ding, Bowen Chen, Li Du, Bing Qin, Ting Liu |
| 2022 | A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning. | Kunbo Ding, Weijie Liu, Yuejian Fang, Weiquan Mao, Zhe Zhao, Tao Zhu, Haoyan Liu, Rong Tian, Yiren Chen |
| 2022 | Automatic Extraction of Structured Mineral Drillhole Results from Unstructured Mining Company Reports. | Adam Dimeski, Afshin Rahimi |
| 2022 | Prompt-based Conservation Learning for Multi-hop Question Answering. | Zhenyun Deng, Yonghua Zhu, Yang Chen, Qianqian Qi, Michael Witbrock, Patricia Riddle |
| 2022 | Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect. | Naihao Deng, Yulong Chen, Yue Zhang |
| 2022 | SMM4H 2022 Task 2: Dataset for stance and premise detection in tweets about health mandates related to COVID-19. | Vera Davydova, Elena Tutubalina |
| 2022 | Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks. | Siddhartha Datta |
| 2022 | Using Multi-Encoder Fusion Strategies to Improve Personalized Response Selection. | Souvik Das, Sougata Saha, Rohini K. Srihari |