| 2022 | LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework. | Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schtze |
| 2022 | Self-supervised Product Title Rewrite for Product Listing Ads. | Xue Zhao, Dayiheng Liu, Junwei Ding, Liang Yao, Mahone Yan, Huibo Wang, Wenqing Yao |
| 2022 | Provably Confidential Language Modelling. | Xuandong Zhao, Lei Li, Yu-Xiang Wang |
| 2022 | Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer. | Yanpeng Zhao, Jack Hessel, Youngjae Yu, Ximing Lu, Rowan Zellers, Yejin Choi |
| 2022 | Learning to Express in Knowledge-Grounded Conversation. | Xueliang Zhao, Tingchen Fu, Chongyang Tao, Wei Wu, Dongyan Zhao, Rui Yan |
| 2022 | TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages. | Zihan Zhao, Lu Chen, Ruisheng Cao, Hongshen Xu, Xingyu Chen, Kai Yu |
| 2022 | Revisiting Generative Commonsense Reasoning: A Pre-Ordering Approach. | Chao Zhao, Faeze Brahman, Tenghao Huang, Snigdha Chaturvedi |
| 2022 | Compositional Task-Oriented Parsing as Abstractive Question Answering. | Wenting Zhao, Konstantine Arkoudas, Weiqi Sun, Claire Cardie |
| 2022 | PCEE-BERT: Accelerating BERT Inference via Patient and Confident Early Exiting. | Zhen Zhang, Wei Zhu, Jinfan Zhang, Peng Wang, Rize Jin, Tae-Sun Chung |
| 2022 | SSEGCN: Syntactic and Semantic Enhanced Graph Convolutional Network for Aspect-based Sentiment Analysis. | Zheng Zhang, Zili Zhou, Yanna Wang |
| 2022 | Crake: Causal-Enhanced Table-Filler for Question Answering over Large Scale Knowledge Base. | Minhao Zhang, Ruoyu Zhang, Yanzeng Li, Lei Zou |
| 2022 | Label Anchored Contrastive Learning for Language Understanding. | Zhenyu Zhang, Yuming Zhao, Meng Chen, Xiaodong He |
| 2022 | TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding. | Le Zhang, Zichao Yang, Diyi Yang |
| 2022 | Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control. | Haopeng Zhang, Semih Yavuz, Wojciech Kryscinski, Kazuma Hashimoto, Yingbo Zhou |
| 2022 | Locally Aggregated Feature Attribution on Natural Language Model Understanding. | Sheng Zhang, Jin Wang, Haitao Jiang, Rui Song |
| 2022 | Persona-Guided Planning for Controlling the Protagonist's Persona in Story Generation. | Zhexin Zhang, Jiaxin Wen, Jian Guan, Minlie Huang |
| 2022 | A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation. | Kexun Zhang, Rui Wang, Xu Tan, Junliang Guo, Yi Ren, Tao Qin, Tie-Yan Liu |
| 2022 | Extracting Temporal Event Relation with Syntax-guided Graph Transformer. | Shuaicheng Zhang, Qiang Ning, Lifu Huang |
| 2022 | MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification. | Jianhai Zhang, Mieradilijiang Maimaiti, Gao Xing, Yuanhang Zheng, Ji Zhang |
| 2022 | MCSE: Multimodal Contrastive Learning of Sentence Embeddings. | Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow |
| 2022 | Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization. | Haode Zhang, Haowen Liang, Yuwei Zhang, Li-Ming Zhan, Xiao-Ming Wu, Xiaolei Lu, Albert Y. S. Lam |
| 2022 | SkillSpan: Hard and Soft Skill Extraction from English Job Postings. | Mike Zhang, Kristian Nrgaard Jensen, Sif Dam Sonniks, Barbara Plank |
| 2022 | Zero-Shot Event Detection Based on Ordered Contrastive Learning and Prompt-Based Prediction. | Senhui Zhang, Tao Ji, Wendi Ji, Xiaoling Wang |
| 2022 | SHARP: Search-Based Adversarial Attack for Structured Prediction. | Liwen Zhang, Zixia Jia, Wenjuan Han, Zilong Zheng, Kewei Tu |
| 2022 | Label Definitions Improve Semantic Role Labeling. | Li Zhang, Ishan Jindal, Yunyao Li |