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)

Entity-Relation Extraction as Multi-Turn Question Answering. - Xiaoya Li 001; Fan Yin; Zijun Sun; Xiayu Li; Arianna Yuan; Duo Chai; Mingxin Zhou; 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)

Query-Based Named Entity Recognition. - Yuxian Meng; Xiaoya Li 001; Zijun Sun; Jiwei Li 001 (CoRR, 2019)

Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs. - Yuxian Meng; Xiangyuan Ren; Zijun Sun; Xiaoya Li 001; Arianna Yuan; Fei Wu 001; Jiwei Li 001 (CoRR, 2019)

A Unified MRC Framework for Named Entity Recognition. - Xiaoya Li 001; Jingrong Feng; Yuxian Meng; Qinghong Han; Fei Wu 001; Jiwei Li 001 (ACL, 2020)

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)

SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection. - Xiaoya Li 001; Yuxian Meng; Mingxin Zhou; Qinghong Han; Fei Wu 001; Jiwei Li 001 (NeurIPS, 2020)

LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention. - Xiaoya Li 001; Yuxian Meng; Arianna Yuan; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection. - Xiaoya Li 001; Yuxian Meng; Qinghong Han; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

Analyzing COVID-19 on Online Social Media: Trends, Sentiments and Emotions. - Xiaoya Li 001; Mingxin Zhou; Jiawei Wu; Arianna Yuan; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

Improving Robustness and Generality of NLP Models Using Disentangled Representations. - Jiawei Wu; Xiaoya Li 001; Xiang Ao 001; Yuxian Meng; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

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)

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)

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)

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)

Triggerless Backdoor Attack for NLP Tasks with Clean Labels. - Leilei Gan; Jiwei Li 001; Tianwei Zhang 004; Xiaoya Li 001; Yuxian Meng; Fei Wu 001; Shangwei Guo; Chun Fan 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)

Faster Nearest Neighbor Machine Translation. - Shuhe Wang; Jiwei Li 001; Yuxian Meng; Rongbin Ouyang; Guoyin Wang 002; Xiaoya Li 001; Tianwei Zhang 004; Shi Zong (CoRR, 2021)

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)

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)

Triggerless Backdoor Attack for NLP Tasks with Clean Labels. - Leilei Gan; Jiwei Li 001; Tianwei Zhang 004; Xiaoya Li 001; Yuxian Meng; Fei Wu 001; Yi Yang 001; Shangwei Guo; Chun Fan 001 (NAACL-HLT, 2022)

kNN-NER: Named Entity Recognition with Nearest Neighbor Search. - Shuhe Wang; Xiaoya Li 001; Yuxian Meng; Tianwei Zhang 004; Rongbin Ouyang; Jiwei Li 001; Guoyin Wang 002 (CoRR, 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)

Sim-GPT: Text Similarity via GPT Annotated Data. - Shuhe Wang; Beiming Cao; Shengyu Zhang 001; Xiaoya Li 001; Jiwei Li 001; Fei Wu 001; Guoyin Wang 002; Eduard H. Hovy (CoRR, 2023)

Reinforcement Learning Enhanced LLMs: A Survey. - Shuhe Wang; Shengyu Zhang 001; Jie Zhang 073; Runyi Hu; Xiaoya Li 001; Tianwei Zhang 004; Jiwei Li 001; Fei Wu 001; Guoyin Wang 002; Eduard H. Hovy (CoRR, 2024)

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)