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)

DSReg: Using Distant Supervision as a Regularizer. - Yuxian Meng; Muyu Li; Wei Wu 044; Jiwei Li 001 (CoRR, 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)

Non-Autoregressive Neural Dialogue Generation. - Qinghong Han; Yuxian Meng; 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)

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)

Pair the Dots: Jointly Examining Training History and Test Stimuli for Model Interpretability. - Yuxian Meng; Chun Fan 001; Zijun Sun; Eduard H. Hovy; Fei Wu 001; Jiwei Li 001 (CoRR, 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)

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)

Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension. - Guoxin Yu; Jiwei Li 001; Ling Luo; Yuxian Meng; Xiang Ao 001; Qing He 003 (EMNLP (Findings), 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)

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)

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)

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)

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)

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)

GNN-SL: Sequence Labeling Based on Nearest Examples via GNN. - Shuhe Wang; Yuxian Meng; Rongbin Ouyang; Jiwei Li 001; Tianwei Zhang 004; Lingjuan Lyu; Guoyin Wang 002 (ACL (Findings), 2023)