Is Word Segmentation Necessary for Deep Learning of Chinese Representations? - Xiaoya Li 001; Yuxian Meng; Xiaofei Sun 001; Qinghong Han; Arianna Yuan; Jiwei Li 001 (ACL (1), 2019)

Glyce: Glyph-vectors for Chinese Character Representations. - Yuxian Meng; Wei Wu 044; Fei Wang 060; Xiaoya Li 001; Ping Nie; Fan Yin; Muyu Li; Qinghong Han; Xiaofei Sun 001; Jiwei Li 001 (NeurIPS, 2019)

Dice Loss for Data-imbalanced NLP Tasks. - Xiaoya Li 001; Xiaofei Sun 001; Yuxian Meng; Junjun Liang; Fei Wu 001; Jiwei Li 001 (ACL, 2020)

Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries. - Xiaofei Sun 001; Chun Fan 001; Zijun Sun; Yuxian Meng; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining. - Zijun Sun; Chun Fan 001; Xiaofei Sun 001; Yuxian Meng; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

Self-Explaining Structures Improve NLP Models. - Zijun Sun; Chun Fan 001; Qinghong Han; Xiaofei Sun 001; Yuxian Meng; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts. - Yuxian Meng; Shuhe Wang; Qinghong Han; Xiaofei Sun 001; Fei Wu 001; Rui Yan; Jiwei Li 001 (CoRR, 2020)

BertGCN: Transductive Text Classification by Combining GNN and BERT. - Yuxiao Lin; Yuxian Meng; Xiaofei Sun 001; Qinghong Han; Kun Kuang; Jiwei Li 001; Fei Wu 001 (ACL/IJCNLP (Findings), 2021)

ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information. - Zijun Sun; Xiaoya Li 001; Xiaofei Sun 001; Yuxian Meng; Xiang Ao 001; Qing He 003; Fei Wu 001; Jiwei Li 001 (ACL/IJCNLP (1), 2021)

Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis. - Guoxin Yu; Xiang Ao 001; Ling Luo; Min Yang 007; Xiaofei Sun 001; Jiwei Li 001; Qing He 003 (ACL/IJCNLP (Findings), 2021)

Layer-wise Model Pruning based on Mutual Information. - Chun Fan 001; Jiwei Li 001; Tianwei Zhang 004; Xiang Ao 001; Fei Wu 001; Yuxian Meng; Xiaofei Sun 001 (EMNLP (1), 2021)

kFolden: k-Fold Ensemble for Out-Of-Distribution Detection. - Xiaoya Li 001; Jiwei Li 001; Xiaofei Sun 001; Chun Fan 001; Tianwei Zhang 004; Fei Wu 001; Yuxian Meng; Jun Zhang (EMNLP (1), 2021)

ConRPG: Paraphrase Generation using Contexts as Regularizer. - Yuxian Meng; Xiang Ao 001; Qing He 003; Xiaofei Sun 001; Qinghong Han; Fei Wu 001; Chun Fan 001; Jiwei Li 001 (EMNLP (1), 2021)

BertGCN: Transductive Text Classification by Combining GCN and BERT. - Yuxiao Lin; Yuxian Meng; Xiaofei Sun 001; Qinghong Han; Kun Kuang; Jiwei Li 001; Fei Wu 001 (CoRR, 2021)

Modeling Text-visual Mutual Dependency for Multi-modal Dialog Generation. - Shuhe Wang; Yuxian Meng; Xiaofei Sun 001; Fei Wu 001; Rongbin Ouyang; Rui Yan; Tianwei Zhang 004; Jiwei Li 001 (CoRR, 2021)

Parameter Estimation for the SEIR Model Using Recurrent Nets. - Chun Fan 001; Yuxian Meng; Xiaofei Sun 001; Fei Wu 001; Tianwei Zhang 004; Jiwei Li 001 (CoRR, 2021)

Defending against Backdoor Attacks in Natural Language Generation. - Chun Fan 001; Xiaoya Li 001; Yuxian Meng; Xiaofei Sun 001; Xiang Ao 001; Fei Wu 001; Jiwei Li 001; Tianwei Zhang 004 (CoRR, 2021)

Layer-wise Model Pruning based on Mutual Information. - Chun Fan 001; Jiwei Li 001; Xiang Ao 001; Fei Wu 001; Yuxian Meng; Xiaofei Sun 001 (CoRR, 2021)

An MRC Framework for Semantic Role Labeling. - Nan Wang; Jiwei Li 001; Yuxian Meng; Xiaofei Sun 001; Jun He 008 (CoRR, 2021)

OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts. - Shuhe Wang; Yuxian Meng; Xiaoya Li 001; Xiaofei Sun 001; Rongbin Ouyang; Jiwei Li 001 (CoRR, 2021)

Interpreting Deep Learning Models in Natural Language Processing: A Review. - Xiaofei Sun 001; Diyi Yang; Xiaoya Li 001; Tianwei Zhang 004; Yuxian Meng; Han Qiu 001; Guoyin Wang 002; Eduard H. Hovy; Jiwei Li 001 (CoRR, 2021)

A General Framework for Defending Against Backdoor Attacks via Influence Graph. - Xiaofei Sun 001; Jiwei Li 001; Xiaoya Li 001; Ziyao Wang; Tianwei Zhang 004; Han Qiu 001; Fei Wu 001; Chun Fan 001 (CoRR, 2021)

Dependency Parsing as MRC-based Span-Span Prediction. - Leilei Gan; Yuxian Meng; Kun Kuang; Xiaofei Sun 001; Chun Fan 001; Fei Wu 001; Jiwei Li 001 (ACL (1), 2022)

Fast Nearest Neighbor Machine Translation. - Yuxian Meng; Xiaoya Li 001; Xiayu Zheng; Fei Wu 001; Xiaofei Sun 001; Tianwei Zhang 004; Jiwei Li 001 (ACL (Findings), 2022)

Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries. - Xiaofei Sun 001; Zijun Sun; Yuxian Meng; Jiwei Li 001; Chun Fan 001 (COLING, 2022)

Paraphrase Generation as Unsupervised Machine Translation. - Xiaofei Sun 001; Yufei Tian; Yuxian Meng; Nanyun Peng 001; Fei Wu 001; Jiwei Li 001; Chun Fan 001 (COLING, 2022)

An MRC Framework for Semantic Role Labeling. - Nan Wang; Jiwei Li 001; Yuxian Meng; Xiaofei Sun 001; Han Qiu 001; Ziyao Wang; Guoyin Wang 002; Jun He 008 (COLING, 2022)

BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models. - Kangjie Chen; Yuxian Meng; Xiaofei Sun 001; Shangwei Guo; Tianwei Zhang 004; Jiwei Li 001; Chun Fan 001 (ICLR, 2022)

GNN-LM: Language Modeling based on Global Contexts via GNN. - Yuxian Meng; Shi Zong; Xiaoya Li 001; Xiaofei Sun 001; Tianwei Zhang 004; Fei Wu 001; Jiwei Li 001 (ICLR, 2022)

Sentence Similarity Based on Contexts. - Xiaofei Sun 001; Yuxian Meng; Xiang Ao 001; Fei Wu 001; Tianwei Zhang 004; Jiwei Li 001; Chun Fan 001 (Trans. Assoc. Comput. Linguistics, 2022)

Defending against Backdoor Attacks in Natural Language Generation. - Xiaofei Sun 001; Xiaoya Li 001; Yuxian Meng; Xiang Ao 001; Lingjuan Lyu; Jiwei Li 001; Tianwei Zhang 004 (AAAI, 2023)

Text Classification via Large Language Models. - Xiaofei Sun 001; Xiaoya Li 001; Jiwei Li 001; Fei Wu 001; Shangwei Guo; Tianwei Zhang 004; Guoyin Wang 002 (EMNLP (Findings), 2023)

GPT-NER: Named Entity Recognition via Large Language Models. - Shuhe Wang; Xiaofei Sun 001; Xiaoya Li 001; Rongbin Ouyang; Fei Wu 001; Tianwei Zhang 004; Jiwei Li 001; Guoyin Wang 002 (CoRR, 2023)

Pushing the Limits of ChatGPT on NLP Tasks. - Xiaofei Sun 001; Linfeng Dong; Xiaoya Li 001; Zhen Wan; Shuhe Wang; Tianwei Zhang 004; Jiwei Li 001; Fei Cheng 002; Lingjuan Lyu; Fei Wu 001; Guoyin Wang 002 (CoRR, 2023)

Instruction Tuning for Large Language Models: A Survey. - Shengyu Zhang 001; Linfeng Dong; Xiaoya Li 001; Sen Zhang; Xiaofei Sun 001; Shuhe Wang; Jiwei Li 001; Runyi Hu; Tianwei Zhang 004; Fei Wu 001; Guoyin Wang 002 (CoRR, 2023)

Sentiment Analysis through LLM Negotiations. - Xiaofei Sun 001; Xiaoya Li 001; Shengyu Zhang 001; Shuhe Wang; Fei Wu 001; Jiwei Li 001; Tianwei Zhang 004; Guoyin Wang 002 (CoRR, 2023)

GPT-NER: Named Entity Recognition via Large Language Models. - Shuhe Wang; Xiaofei Sun 001; Xiaoya Li 001; Rongbin Ouyang; Fei Wu 001; Tianwei Zhang 004; Jiwei Li 001; Guoyin Wang 002; Chen Guo (NAACL (Findings), 2025)

Turn That Frown Upside Down: FaceID Customization via Cross-Training Data. - Shuhe Wang; Xiaoya Li 001; Xiaofei Sun 001; Guoyin Wang 002; Tianwei Zhang 004; Jiwei Li 001; Eduard H. Hovy (CoRR, 2025)

FaceID-6M: A Large-Scale, Open-Source FaceID Customization Dataset. - Shuhe Wang; Xiaoya Li 001; Jiwei Li 001; Guoyin Wang 002; Xiaofei Sun 001; Bob Zhu; Han Qiu 001; Mo Yu; Shengjie Shen; Tianwei Zhang 004; Eduard H. Hovy (CoRR, 2025)