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ORCIDXiaofei Sun 0001
Person information
- affiliation: Zhejiang University, Hangzhou, China
- affiliation: Shannon.AI, Beijing, China
Other persons with the same name
- Xiaofei Sun — disambiguation page
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Journal Articles
- 2022
[j1]Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan:
Sentence Similarity Based on Contexts. Trans. Assoc. Comput. Linguistics 10: 573-588 (2022)
Conference and Workshop Papers
- 2025
- [c19]Shuhe Wang, Xiaofei Sun, Xiaoya Li, Rongbin Ouyang, Fei Wu, Tianwei Zhang, Jiwei Li, Guoyin Wang, Chen Guo:
GPT-NER: Named Entity Recognition via Large Language Models. NAACL (Findings) 2025: 4257-4275 - 2023
- [c18]Xiaofei Sun, Xiaoya Li, Yuxian Meng, Xiang Ao, Lingjuan Lyu, Jiwei Li, Tianwei Zhang:
Defending against Backdoor Attacks in Natural Language Generation. AAAI 2023: 5257-5265 - [c17]Xiaofei Sun, Xiaoya Li, Jiwei Li, Fei Wu, Shangwei Guo, Tianwei Zhang, Guoyin Wang:
Text Classification via Large Language Models. EMNLP (Findings) 2023: 8990-9005 - 2022
- [c16]Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li:
Fast Nearest Neighbor Machine Translation. ACL (Findings) 2022: 555-565 - [c15]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: 2427-2437 - [c14]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: 2188-2198 - [c13]Xiaofei Sun, Yufei Tian, Yuxian Meng, Nanyun Peng, Fei Wu, Jiwei Li, Chun Fan:
Paraphrase Generation as Unsupervised Machine Translation. COLING 2022: 6379-6391 - [c12]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: 6392-6402 - [c11]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 - [c10]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 - 2021
- [c9]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: 1456-1462 - [c8]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: 2065-2075 - [c7]Guoxin Yu, Xiang Ao, Ling Luo, Min Yang, Xiaofei Sun, Jiwei Li, Qing He:
Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis. ACL/IJCNLP (Findings) 2021: 2695-2705 - [c6]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: 2551-2562 - [c5]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: 3079-3090 - [c4]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: 3102-3115 - 2020
- [c3]Xiaoya Li, Xiaofei Sun, Yuxian Meng, Junjun Liang, Fei Wu, Jiwei Li:
Dice Loss for Data-imbalanced NLP Tasks. ACL 2020: 465-476 - 2019
- [c2]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: 3242-3252 - [c1]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: 2742-2753
Informal and Other Publications
- 2025
- [i32]Shuhe Wang, Xiaoya Li, Xiaofei Sun, Guoyin Wang, Tianwei Zhang, Jiwei Li, Eduard H. Hovy:
Turn That Frown Upside Down: FaceID Customization via Cross-Training Data. CoRR abs/2501.15407 (2025) - [i31]Shuhe Wang, Xiaoya Li, Jiwei Li, Guoyin Wang, Xiaofei Sun, Bob Zhu, Han Qiu, Mo Yu, Shengjie Shen, Tianwei Zhang, Eduard H. Hovy:
FaceID-6M: A Large-Scale, Open-Source FaceID Customization Dataset. CoRR abs/2503.07091 (2025) - 2023
- [i30]Shuhe Wang, Xiaofei Sun, Xiaoya Li, Rongbin Ouyang, Fei Wu, Tianwei Zhang, Jiwei Li, Guoyin Wang:
GPT-NER: Named Entity Recognition via Large Language Models. CoRR abs/2304.10428 (2023) - [i29]Xiaofei Sun, Xiaoya Li, Jiwei Li, Fei Wu, Shangwei Guo, Tianwei Zhang, Guoyin Wang:
Text Classification via Large Language Models. CoRR abs/2305.08377 (2023) - [i28]Xiaofei Sun, Linfeng Dong, Xiaoya Li, Zhen Wan, Shuhe Wang, Tianwei Zhang, Jiwei Li, Fei Cheng, Lingjuan Lyu, Fei Wu, Guoyin Wang:
Pushing the Limits of ChatGPT on NLP Tasks. CoRR abs/2306.09719 (2023) - [i27]Shengyu Zhang, Linfeng Dong, Xiaoya Li, Sen Zhang, Xiaofei Sun, Shuhe Wang, Jiwei Li, Runyi Hu, Tianwei Zhang, Fei Wu, Guoyin Wang:
Instruction Tuning for Large Language Models: A Survey. CoRR abs/2308.10792 (2023) - [i26]Xiaofei Sun, Xiaoya Li, Shengyu Zhang, Shuhe Wang, Fei Wu, Jiwei Li, Tianwei Zhang, Guoyin Wang:
Sentiment Analysis through LLM Negotiations. CoRR abs/2311.01876 (2023) - 2021
- [i25]Yuxiao Lin, Yuxian Meng, Xiaofei Sun, Qinghong Han, Kun Kuang, Jiwei Li, Fei Wu:
BertGCN: Transductive Text Classification by Combining GCN and BERT. CoRR abs/2105.05727 (2021) - [i24]Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan:
Sentence Similarity Based on Contexts. CoRR abs/2105.07623 (2021) - [i23]Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li:
Dependency Parsing as MRC-based Span-Span Prediction. CoRR abs/2105.07654 (2021) - [i22]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 abs/2105.14445 (2021) - [i21]Chun Fan, Yuxian Meng, Xiaofei Sun, Fei Wu, Tianwei Zhang, Jiwei Li:
Parameter Estimation for the SEIR Model Using Recurrent Nets. CoRR abs/2105.14524 (2021) - [i20]Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li:
Fast Nearest Neighbor Machine Translation. CoRR abs/2105.14528 (2021) - [i19]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 abs/2106.01810 (2021) - [i18]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 abs/2106.16038 (2021) - [i17]Chun Fan, Jiwei Li, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun:
Layer-wise Model Pruning based on Mutual Information. CoRR abs/2108.12594 (2021) - [i16]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 abs/2108.12731 (2021) - [i15]Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun Fan, Jiwei Li:
ConRPG: Paraphrase Generation using Contexts as Regularizer. CoRR abs/2109.00363 (2021) - [i14]Chun Fan, Yufei Tian, Yuxian Meng, Nanyun Peng, Xiaofei Sun, Fei Wu, Jiwei Li:
Paraphrase Generation as Unsupervised Machine Translation. CoRR abs/2109.02950 (2021) - [i13]Nan Wang, Jiwei Li, Yuxian Meng, Xiaofei Sun, Jun He:
An MRC Framework for Semantic Role Labeling. CoRR abs/2109.06660 (2021) - [i12]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 abs/2109.12761 (2021) - [i11]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 abs/2110.02467 (2021) - [i10]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 abs/2110.08743 (2021) - [i9]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 abs/2110.10470 (2021) - [i8]Xiaofei Sun, Jiwei Li, Xiaoya Li, Ziyao Wang, Tianwei Zhang, Han Qiu, Fei Wu, Chun Fan:
A General Framework for Defending Against Backdoor Attacks via Influence Graph. CoRR abs/2111.14309 (2021) - 2020
- [i7]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 abs/2010.07074 (2020) - [i6]Zijun Sun, Chun Fan, Xiaofei Sun, Yuxian Meng, Fei Wu, Jiwei Li:
Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining. CoRR abs/2011.08626 (2020) - [i5]Zijun Sun, Chun Fan, Qinghong Han, Xiaofei Sun, Yuxian Meng, Fei Wu, Jiwei Li:
Self-Explaining Structures Improve NLP Models. CoRR abs/2012.01786 (2020) - [i4]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 abs/2012.15015 (2020) - 2019
- [i3]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 abs/1901.10125 (2019) - [i2]Yuxian Meng, Xiaoya Li, Xiaofei Sun, Qinghong Han, Arianna Yuan, Jiwei Li:
Is Word Segmentation Necessary for Deep Learning of Chinese Representations? CoRR abs/1905.05526 (2019) - [i1]Xiaoya Li, Xiaofei Sun, Yuxian Meng, Junjun Liang, Fei Wu, Jiwei Li:
Dice Loss for Data-imbalanced NLP Tasks. CoRR abs/1911.02855 (2019)
Coauthor Index
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