| 2022 | Structural Bias for Aspect Sentiment Triplet Extraction. | Chen Zhang, Lei Ren, Fang Ma, Jingang Wang, Wei Wu, Dawei Song |
| 2022 | Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases. | Kun Zhang, Yunqi Qiu, Yuanzhuo Wang, Long Bai, Wei Li, Xuhui Jiang, Huawei Shen, Xueqi Cheng |
| 2022 | AiM: Taking Answers in Mind to Correct Chinese Cloze Tests in Educational Applications. | Yusen Zhang, Zhongli Li, Qingyu Zhou, Ziyi Liu, Chao Li, Mina Ma, Yunbo Cao, Hongzhi Liu |
| 2022 | Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification. | Xu Zhang, Zejie Liu, Yanzheng Xiang, Deyu Zhou |
| 2022 | Word Sense Disambiguation with Knowledge-Enhanced and Local Self-Attention-based Extractive Sense Comprehension. | Guobiao Zhang, Wenpeng Lu, Xueping Peng, Shoujin Wang, Baoshuo Kan, Rui Yu |
| 2022 | Metaphor Detection via Linguistics Enhanced Siamese Network. | Shenglong Zhang, Ying Liu |
| 2022 | Domain-Specific NER via Retrieving Correlated Samples. | Xin Zhang, Yong Jiang, Xiaobin Wang, Xuming Hu, Yueheng Sun, Pengjun Xie, Meishan Zhang |
| 2022 | Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation. | Hongxiao Zhang, Hui Huang, Jiale Gao, Yufeng Chen, Jinan Xu, Jian Liu |
| 2022 | ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension. | Xiao Zhang, Heyan Huang, Zewen Chi, Xian-Ling Mao |
| 2022 | Focus-Driven Contrastive Learning for Medical Question Summarization. | Ming Zhang, Shuai Dou, Ziyang Wang, Yunfang Wu |
| 2022 | Changes in Tweet Geolocation over Time: A Study with Carmen 2.0. | Jingyu Zhang, Alexandra DeLucia, Mark Dredze |
| 2022 | Eureka: Neural Insight Learning for Knowledge Graph Reasoning. | Alex X. Zhang, Xun Liang, Bo Wu, Xiangping Zheng, Sensen Zhang, Yuhui Guo, Jun Wang, Xinyao Liu |
| 2022 | Dynamic Nonlinear Mixup with Distance-based Sample Selection. | Shaokang Zhang, Lei Jiang, Jianlong Tan |
| 2022 | Zero-shot Script Parsing. | Fangzhou Zhai, Vera Demberg, Alexander Koller |
| 2022 | A Survey in Automatic Irony Processing: Linguistic, Cognitive, and Multi-X Perspectives. | Qingcheng Zeng, An-Ran Li |
| 2022 | Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing. | Yury Zemlyanskiy, Michiel de Jong, Joshua Ainslie, Panupong Pasupat, Peter Shaw, Linlu Qiu, Sumit Sanghai, Fei Sha |
| 2022 | The Best of Both Worlds: Combining Engineered Features with Transformers for Improved Mental Health Prediction from Reddit Posts. | Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz |
| 2022 | MANTIS at SMM4H'2022: Pre-Trained Language Models Meet a Suite of Psycholinguistic Features for the Detection of Self-Reported Chronic Stress. | Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz |
| 2022 | On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation. | Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao |
| 2022 | STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction. | Junjie Yu, Xing Wang, Jiangjiang Zhao, Chunjie Yang, Wenliang Chen |
| 2022 | Optimal Partial Transport Based Sentence Selection for Long-form Document Matching. | Weijie Yu, Liang Pang, Jun Xu, Bing Su, Zhenhua Dong, Ji-Rong Wen |
| 2022 | Can Data Diversity Enhance Learning Generalization? | Yu Yu, Shahram Khadivi, Jia Xu |
| 2022 | Measuring Robustness for NLP. | Yu Yu, Abdul Rafae Khan, Jia Xu |
| 2022 | Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models. | Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou |
| 2022 | Speaker-Aware Discourse Parsing on Multi-Party Dialogues. | Nan Yu, Guohong Fu, Min Zhang |