Yuxian Meng

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 59

Top Topics

Machine Translation

Top Venues

Publications

Xiaofei Sun, Xiaoya Li, Yuxian Meng, Xiang Ao, Lingjuan Lyu, Jiwei Li, Tianwei Zhang
Defending against Backdoor Attacks in Natural Language Generation. AAAI (2023)
Shuhe Wang, Yuxian Meng, Rongbin Ouyang, Jiwei Li, Tianwei Zhang, Lingjuan Lyu, Guoyin Wang
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN. ACL (Findings) (2023)
Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, Jiwei Li
GNN-LM: Language Modeling based on Global Contexts via GNN. ICLR (2022)
Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li
Fast Nearest Neighbor Machine Translation. ACL (Findings) (2022)
Nan Wang, Jiwei Li, Yuxian Meng, Xiaofei Sun, Han Qiu, Ziyao Wang, Guoyin Wang, Jun He
An MRC Framework for Semantic Role Labeling. COLING (2022)
Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models. ICLR (2022)
Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li
Dependency Parsing as MRC-based Span-Span Prediction. ACL (1) (2022)
Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Yi Yang, Shangwei Guo, Chun Fan
Triggerless Backdoor Attack for NLP Tasks with Clean Labels. NAACL-HLT (2022)
Xiaofei Sun, Yufei Tian, Yuxian Meng, Nanyun Peng, Fei Wu, Jiwei Li, Chun Fan
Paraphrase Generation as Unsupervised Machine Translation. COLING (2022)
Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan
Sentence Similarity Based on Contexts. Trans. Assoc. Comput. Linguistics 10 (2022)
Shuhe Wang, Yuxian Meng, Rongbin Ouyang, Jiwei Li, Tianwei Zhang, Lingjuan Lyu, Guoyin Wang
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN. CoRR (2022)
Xiaofei Sun, Zijun Sun, Yuxian Meng, Jiwei Li, Chun Fan
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries. COLING (2022)
Shuhe Wang, Xiaoya Li, Yuxian Meng, Tianwei Zhang, Rongbin Ouyang, Jiwei Li, Guoyin Wang
kNN-NER: Named Entity Recognition with Nearest Neighbor Search. CoRR (2022)
Yuxiao Lin, Yuxian Meng, Xiaofei Sun, Qinghong Han, Kun Kuang, Jiwei Li, Fei Wu
BertGCN: Transductive Text Classification by Combining GCN and BERT. CoRR (2021)
Yuxiao Lin, Yuxian Meng, Xiaofei Sun, Qinghong Han, Kun Kuang, Jiwei Li, Fei Wu
BertGCN: Transductive Text Classification by Combining GNN and BERT. ACL/IJCNLP (Findings) (2021)
Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun Fan, Jiwei Li
ConRPG: Paraphrase Generation using Contexts as Regularizer. EMNLP (1) (2021)
Guoxin Yu, Jiwei Li, Ling Luo, Yuxian Meng, Xiang Ao, Qing He
Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension. EMNLP (Findings) (2021)
Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li
Dependency Parsing as MRC-based Span-Span Prediction. CoRR (2021)
Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models. CoRR (2021)
Chun Fan, Jiwei Li, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun
Layer-wise Model Pruning based on Mutual Information. CoRR (2021)
Xiaoya Li, Jiwei Li, Xiaofei Sun, Chun Fan, Tianwei Zhang, Fei Wu, Yuxian Meng, Jun Zhang
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection. EMNLP (1) (2021)
Chun Fan, Yufei Tian, Yuxian Meng, Nanyun Peng, Xiaofei Sun, Fei Wu, Jiwei Li
Paraphrase Generation as Unsupervised Machine Translation. CoRR (2021)
Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan
Sentence Similarity Based on Contexts. CoRR (2021)
Chun Fan, Jiwei Li, Tianwei Zhang, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun
Layer-wise Model Pruning based on Mutual Information. EMNLP (1) (2021)
Chun Fan, Xiaoya Li, Yuxian Meng, Xiaofei Sun, Xiang Ao, Fei Wu, Jiwei Li, Tianwei Zhang
Defending against Backdoor Attacks in Natural Language Generation. CoRR (2021)
Shuhe Wang, Yuxian Meng, Xiaoya Li, Xiaofei Sun, Rongbin Ouyang, Jiwei Li
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts. CoRR (2021)
Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li
Fast Nearest Neighbor Machine Translation. CoRR (2021)
Chun Fan, Yuxian Meng, Xiaofei Sun, Fei Wu, Tianwei Zhang, Jiwei Li
Parameter Estimation for the SEIR Model Using Recurrent Nets. CoRR (2021)
Xiaofei Sun, Diyi Yang, Xiaoya Li, Tianwei Zhang, Yuxian Meng, Han Qiu, Guoyin Wang, Eduard H. Hovy, Jiwei Li
Interpreting Deep Learning Models in Natural Language Processing: A Review. CoRR (2021)
Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, Jiwei Li
GNN-LM: Language Modeling based on Global Contexts via GNN. CoRR (2021)
Xiaoya Li, Jiwei Li, Xiaofei Sun, Chun Fan, Tianwei Zhang, Fei Wu, Yuxian Meng, Jun Zhang
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection. CoRR (2021)
Zijun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Xiang Ao, Qing He, Fei Wu, Jiwei Li
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information. CoRR (2021)
Zijun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Xiang Ao, Qing He, Fei Wu, Jiwei Li
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information. ACL/IJCNLP (1) (2021)
Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Shangwei Guo, Chun Fan
Triggerless Backdoor Attack for NLP Tasks with Clean Labels. CoRR (2021)
Nan Wang, Jiwei Li, Yuxian Meng, Xiaofei Sun, Jun He
An MRC Framework for Semantic Role Labeling. CoRR (2021)
Shuhe Wang, Jiwei Li, Yuxian Meng, Rongbin Ouyang, Guoyin Wang, Xiaoya Li, Tianwei Zhang, Shi Zong
Faster Nearest Neighbor Machine Translation. CoRR (2021)
Shuhe Wang, Yuxian Meng, Xiaofei Sun, Fei Wu, Rongbin Ouyang, Rui Yan, Tianwei Zhang, Jiwei Li
Modeling Text-visual Mutual Dependency for Multi-modal Dialog Generation. CoRR (2021)
Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun Fan, Jiwei Li
ConRPG: Paraphrase Generation using Contexts as Regularizer. CoRR (2021)
Xiaofei Sun, Chun Fan, Zijun Sun, Yuxian Meng, Fei Wu, Jiwei Li
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries. CoRR (2020)
Yuxian Meng, Chun Fan, Zijun Sun, Eduard H. Hovy, Fei Wu, Jiwei Li
Pair the Dots: Jointly Examining Training History and Test Stimuli for Model Interpretability. CoRR (2020)
Zijun Sun, Chun Fan, Qinghong Han, Xiaofei Sun, Yuxian Meng, Fei Wu, Jiwei Li
Self-Explaining Structures Improve NLP Models. CoRR (2020)
Xiaoya Li, Yuxian Meng, Mingxin Zhou, Qinghong Han, Fei Wu, Jiwei Li
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection. NeurIPS (2020)
Xiaoya Li, Yuxian Meng, Qinghong Han, Fei Wu, Jiwei Li
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection. CoRR (2020)
Qinghong Han, Yuxian Meng, Fei Wu, Jiwei Li
Non-Autoregressive Neural Dialogue Generation. CoRR (2020)
Xiaoya Li, Xiaofei Sun, Yuxian Meng, Junjun Liang, Fei Wu, Jiwei Li
Dice Loss for Data-imbalanced NLP Tasks. ACL (2020)
Xiaoya Li, Jingrong Feng, Yuxian Meng, Qinghong Han, Fei Wu, Jiwei Li
A Unified MRC Framework for Named Entity Recognition. ACL (2020)
Zijun Sun, Chun Fan, Xiaofei Sun, Yuxian Meng, Fei Wu, Jiwei Li
Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining. CoRR (2020)
Yuxian Meng, Shuhe Wang, Qinghong Han, Xiaofei Sun, Fei Wu, Rui Yan, Jiwei Li
OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts. CoRR (2020)
Jiawei Wu, Xiaoya Li, Xiang Ao, Yuxian Meng, Fei Wu, Jiwei Li
Improving Robustness and Generality of NLP Models Using Disentangled Representations. CoRR (2020)
Xiaoya Li, Yuxian Meng, Arianna Yuan, Fei Wu, Jiwei Li
LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention. CoRR (2020)
Xiaoya Li, Yuxian Meng, Xiaofei Sun, Qinghong Han, Arianna Yuan, Jiwei Li
Is Word Segmentation Necessary for Deep Learning of Chinese Representations? ACL (1) (2019)
Yuxian Meng, Xiaoya Li, Xiaofei Sun, Qinghong Han, Arianna Yuan, Jiwei Li
Is Word Segmentation Necessary for Deep Learning of Chinese Representations? CoRR (2019)
Xiaoya Li, Jingrong Feng, Yuxian Meng, Qinghong Han, Fei Wu, Jiwei Li
A Unified MRC Framework for Named Entity Recognition. CoRR (2019)
Yuxian Meng, Xiaoya Li, Zijun Sun, Jiwei Li
Query-Based Named Entity Recognition. CoRR (2019)
Yuxian Meng, Muyu Li, Wei Wu, Jiwei Li
DSReg: Using Distant Supervision as a Regularizer. CoRR (2019)
Yuxian Meng, Xiangyuan Ren, Zijun Sun, Xiaoya Li, Arianna Yuan, Fei Wu, Jiwei Li
Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs. CoRR (2019)
Yuxian Meng, Wei Wu, Fei Wang, Xiaoya Li, Ping Nie, Fan Yin, Muyu Li, Qinghong Han, Xiaofei Sun, Jiwei Li
Glyce: Glyph-vectors for Chinese Character Representations. NeurIPS (2019)
Xiaoya Li, Xiaofei Sun, Yuxian Meng, Junjun Liang, Fei Wu, Jiwei Li
Dice Loss for Data-imbalanced NLP Tasks. CoRR (2019)
Yuxian Meng, Wei Wu, Fei Wang, Xiaoya Li, Ping Nie, Fan Yin, Muyu Li, Qinghong Han, Xiaofei Sun, Jiwei Li
Glyce: Glyph-vectors for Chinese Character Representations. CoRR (2019)