2023
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Defending against Backdoor Attacks in Natural Language Generation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Sentence Similarity Based on Contexts.
Trans. Assoc. Comput. Linguistics, 2022
kNN-NER: Named Entity Recognition with Nearest Neighbor Search.
CoRR, 2022
Triggerless Backdoor Attack for NLP Tasks with Clean Labels.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
GNN-LM: Language Modeling based on Global Contexts via GNN.
Proceedings of the Tenth International Conference on Learning Representations, 2022
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models.
Proceedings of the Tenth International Conference on Learning Representations, 2022
An MRC Framework for Semantic Role Labeling.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Paraphrase Generation as Unsupervised Machine Translation.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Fast Nearest Neighbor Machine Translation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Dependency Parsing as MRC-based Span-Span Prediction.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
2021
Faster Nearest Neighbor Machine Translation.
CoRR, 2021
Triggerless Backdoor Attack for NLP Tasks with Clean Labels.
CoRR, 2021
Interpreting Deep Learning Models in Natural Language Processing: A Review.
CoRR, 2021
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts.
CoRR, 2021
An MRC Framework for Semantic Role Labeling.
CoRR, 2021
Layer-wise Model Pruning based on Mutual Information.
CoRR, 2021
Defending against Backdoor Attacks in Natural Language Generation.
CoRR, 2021
Parameter Estimation for the SEIR Model Using Recurrent Nets.
CoRR, 2021
Modeling Text-visual Mutual Dependency for Multi-modal Dialog Generation.
CoRR, 2021
BertGCN: Transductive Text Classification by Combining GCN and BERT.
CoRR, 2021
Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
ConRPG: Paraphrase Generation using Contexts as Regularizer.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Layer-wise Model Pruning based on Mutual Information.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
BertGCN: Transductive Text Classification by Combining GNN and BERT.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
2020
OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts.
CoRR, 2020
Self-Explaining Structures Improve NLP Models.
CoRR, 2020
Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining.
CoRR, 2020
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries.
CoRR, 2020
Pair the Dots: Jointly Examining Training History and Test Stimuli for Model Interpretability.
CoRR, 2020
Improving Robustness and Generality of NLP Models Using Disentangled Representations.
CoRR, 2020
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection.
CoRR, 2020
Non-Autoregressive Neural Dialogue Generation.
CoRR, 2020
LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention.
CoRR, 2020
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Dice Loss for Data-imbalanced NLP Tasks.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
A Unified MRC Framework for Named Entity Recognition.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs.
CoRR, 2019
Query-Based Named Entity Recognition.
CoRR, 2019
DSReg: Using Distant Supervision as a Regularizer.
CoRR, 2019
Glyce: Glyph-vectors for Chinese Character Representations.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Is Word Segmentation Necessary for Deep Learning of Chinese Representations?
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019