| 2022 | ALLSH: Active Learning Guided by Local Sensitivity and Hardness. | Shujian Zhang, Chengyue Gong, Xingchao Liu, Pengcheng He, Weizhu Chen, Mingyuan Zhou |
| 2022 | PromptGen: Automatically Generate Prompts using Generative Models. | Yue Zhang, Hongliang Fei, Dingcheng Li, Ping Li |
| 2022 | Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics. | Zihan Zhang, Meng Fang, Ling Chen, Mohammad-Reza Namazi-Rad |
| 2022 | KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media. | Wenqian Zhang, Shangbin Feng, Zilong Chen, Zhenyu Lei, Jundong Li, Minnan Luo |
| 2022 | Visual Commonsense in Pretrained Unimodal and Multimodal Models. | Chenyu Zhang, Benjamin Van Durme, Zhuowan Li, Elias Stengel-Eskin |
| 2022 | Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds. | Yu Zhang, Yu Meng, Xuan Wang, Sheng Wang, Jiawei Han |
| 2022 | EA²E: Improving Consistency with Event Awareness for Document-Level Argument Extraction. | Qi Zeng, Qiusi Zhan, Heng Ji |
| 2022 | Weakly Supervised Text Classification using Supervision Signals from a Language Model. | Ziqian Zeng, Weimin Ni, Tianqing Fang, Xiang Li, Xinran Zhao, Yangqiu Song |
| 2022 | Do Deep Neural Nets Display Human-like Attention in Short Answer Scoring? | Zijie Zeng, Xinyu Li, Dragan Gasevic, Guanliang Chen |
| 2022 | Early Rumor Detection Using Neural Hawkes Process with a New Benchmark Dataset. | Fengzhu Zeng, Wei Gao |
| 2022 | Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints. | Chun Zeng, Jiangjie Chen, Tianyi Zhuang, Rui Xu, Hao Yang, Ying Qin, Shimin Tao, Yanghua Xiao |
| 2022 | End-to-End Chinese Speaker Identification. | Dian Yu, Ben Zhou, Dong Yu |
| 2022 | Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction. | Jiaxin Yu, Deqing Yang, Shuyu Tian |
| 2022 | Unsupervised Slot Schema Induction for Task-oriented Dialog. | Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey, Hagen Soltau |
| 2022 | AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models. | Yue Yu, Lingkai Kong, Jieyu Zhang, Rongzhi Zhang, Chao Zhang |
| 2022 | Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning. | Hongyi Yuan, Zheng Yuan, Sheng Yu |
| 2022 | "Again, Dozens of Refugees Drowned": A Computational Study of Political Framing Evoked by Presuppositions. | Qi Yu |
| 2022 | Hate Speech and Counter Speech Detection: Conversational Context Does Matter. | Xinchen Yu, Eduardo Blanco, Lingzi Hong |
| 2022 | Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization. | Jingyi You, Dongyuan Li, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura |
| 2022 | End-to-end Spoken Conversational Question Answering: Task, Dataset and Model. | Chenyu You, Nuo Chen, Fenglin Liu, Shen Ge, Xian Wu, Yuexian Zou |
| 2022 | Explicit Use of Topicality in Dialogue Response Generation. | Takumi Yoshikoshi, Hayato Atarashi, Takashi Kodama, Sadao Kurohashi |
| 2022 | HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea. | Haneul Yoo, Jiho Jin, Juhee Son, JinYeong Bak, Kyunghyun Cho, Alice Oh |
| 2022 | Learning to Selectively Learn for Weakly Supervised Paraphrase Generation with Model-based Reinforcement Learning. | Haiyan Yin, Dingcheng Li, Ping Li |
| 2022 | Label Refinement via Contrastive Learning for Distantly-Supervised Named Entity Recognition. | Huaiyuan Ying, Shengxuan Luo, Tiantian Dang, Sheng Yu |
| 2022 | D2U: Distance-to-Uniform Learning for Out-of-Scope Detection. | Eyup Halit Yilmaz, Cagri Toraman |