| 2026 | ACL | Safety-Utility Conflicts Are Not Global: Surgical Alignment via Head-Level Diagnosis. | Wang Cai, Yilin Wen, Jinchang Hou, Du Su, Guoqiu Wang, Zhonghou Lv, Chenfu Bao, Yunfang Wu |
| 2026 | ACL | Think Outside the Policy: In-Context Steered Policy Optimization. | Hsiu-Yuan Huang, Chenming Tang, Weijie Liu, Clive Bai, Saiyong Yang, Yunfang Wu |
| 2026 | ACL | SyncThink: A Training-Free Strategy to Align Inference Termination with Reasoning Saturation. | Gengyang Li, Wang Cai, Yifeng Gao, Yunfang Wu |
| 2026 | ACL | Do Not Step Into the Same River Twice: Learning to Reason from Trial and Error. | Chenming Tang, Hsiu-Yuan Huang, Weijie Liu, Clive Bai, Saiyong Yang, Yunfang Wu |
| 2026 | ACL | Aligning Language Models with Real-time Knowledge Editing. | Chenming Tang, Yutong Yang, Kexue Wang, Yunfang Wu |
| 2025 | ACL | 3DM: Distill, Dynamic Drop, and Merge for Debiasing Multi-modal Large Language Models. | Zhaoxi Zhang, Sanwoo Lee, Zhixiang Wang, Yunfang Wu |
| 2025 | EMNLP | Beyond Demonstrations: Dynamic Vector Construction from Latent Representations. | Wang Cai, Hsiu-Yuan Huang, Zhixiang Wang, Yunfang Wu |
| 2025 | EMNLP | Composable Cross-prompt Essay Scoring by Merging Models. | Sanwoo Lee, Kun Liang, Yunfang Wu |
| 2025 | EMNLP | CTR-Guided Generative Query Suggestion in Conversational Search. | Erxue Min, Hsiu-Yuan Huang, Xihong Yang, Min Yang, Xin Jia, Yunfang Wu, Hengyi Cai, Junfeng Wang, Shuaiqiang Wang, Dawei Yin |
| 2025 | EMNLP | Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions. | Chenming Tang, Zhixiang Wang, Hao Sun, Yunfang Wu |
| 2025 | EMNLP | Beyond Spurious Signals: Debiasing Multimodal Large Language Models via Counterfactual Inference and Adaptive Expert Routing. | Zichen Wu, Hsiu-Yuan Huang, Yunfang Wu |
| 2025 | NAACL | Dynamic Fisher-weighted Model Merging via Bayesian Optimization. | Sanwoo Lee, Jiahao Liu, Qifan Wang, Jingang Wang, Xunliang Cai, Yunfang Wu |
| 2024 | ACL | Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding. | Fanyi Qu, Hao Sun, Yunfang Wu |
| 2024 | COLING | Mixture-of-Prompt-Experts for Multi-modal Semantic Understanding. | Zichen Wu, Hsiu-Yuan Huang, Fanyi Qu, Yunfang Wu |
| 2024 | COLING | Multi-modal Semantic Understanding with Contrastive Cross-modal Feature Alignment. | Ming Zhang, Ke Chang, Yunfang Wu |
| 2024 | EMNLP | Unleashing Large Language Models' Proficiency in Zero-shot Essay Scoring. | Sanwoo Lee, Yida Cai, Desong Meng, Ziyang Wang, Yunfang Wu |
| 2024 | EMNLP | SCOI: Syntax-augmented Coverage-based In-context Example Selection for Machine Translation. | Chenming Tang, Zhixiang Wang, Yunfang Wu |
| 2024 | NAACL | Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction. | Chenming Tang, Fanyi Qu, Yunfang Wu |
| 2024 | NAACL | FPT: Feature Prompt Tuning for Few-shot Readability Assessment. | Ziyang Wang, Sanwoo Lee, Hsiu-Yuan Huang, Yunfang Wu |
| 2023 | ACL | Are Pre-trained Language Models Useful for Model Ensemble in Chinese Grammatical Error Correction? | Chenming Tang, Xiuyu Wu, Yunfang Wu |
| 2022 | AAAI | Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks. | Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Yunfang Wu, Xu Sun |
| 2022 | COLING | Enhancing Pre-trained Models with Text Structure Knowledge for Question Generation. | Zichen Wu, Xin Jia, Fanyi Qu, Yunfang Wu |
| 2022 | COLING | Position Offset Label Prediction for Grammatical Error Correction. | Xiuyu Wu, Jingsong Yu, Xu Sun, Yunfang Wu |
| 2022 | COLING | Focus-Driven Contrastive Learning for Medical Question Summarization. | Ming Zhang, Shuai Dou, Ziyang Wang, Yunfang Wu |
| 2022 | EMNLP | A Unified Neural Network Model for Readability Assessment with Feature Projection and Length-Balanced Loss. | Wenbiao Li, Ziyang Wang, Yunfang Wu |
| 2022 | EMNLP | An Error-Guided Correction Model for Chinese Spelling Error Correction. | Rui Sun, Xiuyu Wu, Yunfang Wu |
| 2022 | EMNLP | From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction. | Xiuyu Wu, Yunfang Wu |
| 2021 | AAAI | EQG-RACE: Examination-Type Question Generation. | Xin Jia, Wenjie Zhou, Xu Sun, Yunfang Wu |
| 2021 | CIKM | Query-Variant Advertisement Text Generation with Association Knowledge. | Siyu Duan, Wei Li, Jing Cai, Yancheng He, Yunfang Wu |
| 2021 | EMNLP | Asking Questions Like Educational Experts: Automatically Generating Question-Answer Pairs on Real-World Examination Data. | Fanyi Qu, Xin Jia, Yunfang Wu |
| 2021 | IJCAI | Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling. | Liang Zhao, Wei Li, Ruihan Bao, Keiko Harimoto, Yunfang Wu, Xu Sun |
| 2021 | WWW | Knowledge-Aware Procedural Text Understanding with Multi-Stage Training. | Zhihan Zhang, Xiubo Geng, Tao Qin, Yunfang Wu, Daxin Jiang |
| 2020 | AAAI | Co-Attention Hierarchical Network: Generating Coherent Long Distractors for Reading Comprehension. | Xiaorui Zhou, Senlin Luo, Yunfang Wu |
| 2020 | ACL | How to Ask Good Questions? Try to Leverage Paraphrases. | Xin Jia, Wenjie Zhou, Xu Sun, Yunfang Wu |
| 2020 | IJCNLP | Exploiting WordNet Synset and Hypernym Representations for Answer Selection. | Weikang Li, Yunfang Wu |
| 2019 | ACL | Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model. | Wei Li, Jingjing Xu, Yancheng He, Shengli Yan, Yunfang Wu, Xu Sun |
| 2019 | EMNLP | Multi-Task Learning with Language Modeling for Question Generation. | Wenjie Zhou, Minghua Zhang, Yunfang Wu |
| 2019 | EMNLP | Question-type Driven Question Generation. | Wenjie Zhou, Minghua Zhang, Yunfang Wu |
| 2018 | AAAI | A Unified Model for Document-Based Question Answering Based on Human-Like Reading Strategy. | Weikang Li, Wei Li, Yunfang Wu |
| 2018 | AAAI | An Unsupervised Model With Attention Autoencoders for Question Retrieval. | Minghua Zhang, Yunfang Wu |
| 2018 | EMNLP | Learning Universal Sentence Representations with Mean-Max Attention Autoencoder. | Minghua Zhang, Yunfang Wu, Weikang Li, Wei Li |
| 2018 | PACLIC | Research on Entity Relation Extraction for Military Field. | Chen Liang, Hongying Zan, Yajun Liu, Yunfang Wu |
| 2016 | COLING | Multi-level Gated Recurrent Neural Network for dialog act classification. | Wei Li, Yunfang Wu |
| 2015 | APWEB | Research on Semantic Disambiguation in Treebank. | Lin Miao, Xueqiang Lv, Yunfang Wu, Yue Wang |
| 2015 | CICLING | Sentiment-Bearing New Words Mining: Exploiting Emoticons and Latent Polarities. | Fei Wang, Yunfang Wu |
| 2013 | CIS | Chinese Discourse Relation Recognition Using Parallel Corpus. | Yifeng Xu, Yunfang Wu |
| 2012 | CICLING | Mining Market Trend from Blog Titles Based on Lexical Semantic Similarity. | Fei Wang, Yunfang Wu |
| 2012 | COLING | Exploiting Discourse Relations for Sentiment Analysis. | Fei Wang, Yunfang Wu, Likun Qiu |
| 2011 | CICLING | Combining Contextual and Structural Information for Supersense Tagging of Chinese Unknown Words. | Likun Qiu, Yunfang Wu, Yanqiu Shao |
| 2011 | CIS | Improved Word Similarity Computation for Chinese Using Sub-word Information. | Peng Jin, John Carroll, Yunfang Wu, Diana McCarthy |
| 2011 | IJCNLP | Mining the Sentiment Expectation of Nouns Using Bootstrapping Method. | Miaomiao Wen, Yunfang Wu |
| 2010 | COLING | Disambiguating Dynamic Sentiment Ambiguous Adjectives. | Yunfang Wu, Miaomiao Wen |
| 2007 | CICLING | Word Clustering for Collocation-Based Word Sense Disambiguation. | Peng Jin, Xu Sun, Yunfang Wu, Shiwen Yu |