Xiaoya Li

According to our database, Xiaoya Li authored at least 31 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Sim-GPT: Text Similarity via GPT Annotated Data.

Shuhe Wang, Beiming Cao, Shengyu Zhang, Xiaoya Li, Jiwei Li, Fei Wu, Guoyin Wang, Eduard H. Hovy

CoRR, 2023

Sentiment Analysis through LLM Negotiations.

Xiaofei Sun, Xiaoya Li, Shengyu Zhang, Shuhe Wang, Fei Wu, Jiwei Li, Tianwei Zhang, Guoyin Wang

CoRR, 2023

Instruction Tuning for Large Language Models: A Survey.

Shengyu Zhang, Linfeng Dong, Xiaoya Li, Sen Zhang, Xiaofei Sun, Shuhe Wang, Jiwei Li, Runyi Hu, Tianwei Zhang, Fei Wu, Guoyin Wang

CoRR, 2023

Pushing the Limits of ChatGPT on NLP Tasks.

Xiaofei Sun, Linfeng Dong, Xiaoya Li, Zhen Wan, Shuhe Wang, Tianwei Zhang, Jiwei Li, Fei Cheng, Lingjuan Lyu, Fei Wu, Guoyin Wang

CoRR, 2023

GPT-NER: Named Entity Recognition via Large Language Models.

Shuhe Wang, Xiaofei Sun, Xiaoya Li, Rongbin Ouyang, Fei Wu, Tianwei Zhang, Jiwei Li, Guoyin Wang

CoRR, 2023

Text Classification via Large Language Models.

Xiaofei Sun, Xiaoya Li, Jiwei Li, Fei Wu, Shangwei Guo, Tianwei Zhang, Guoyin Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Defending against Backdoor Attacks in Natural Language Generation.

Xiaofei Sun, Xiaoya Li, Yuxian Meng, Xiang Ao, Lingjuan Lyu, Jiwei Li, Tianwei Zhang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

kNN-NER: Named Entity Recognition with Nearest Neighbor Search.

Shuhe Wang, Xiaoya Li, Yuxian Meng, Tianwei Zhang, Rongbin Ouyang, Jiwei Li, Guoyin Wang

CoRR, 2022

Triggerless Backdoor Attack for NLP Tasks with Clean Labels.

Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Yi Yang, Shangwei Guo, Chun Fan

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.

Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, Jiwei Li

Proceedings of the Tenth International Conference on Learning Representations, 2022

Fast Nearest Neighbor Machine Translation.

Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Faster Nearest Neighbor Machine Translation.

Shuhe Wang, Jiwei Li, Yuxian Meng, Rongbin Ouyang, Guoyin Wang, Xiaoya Li, Tianwei Zhang, Shi Zong

CoRR, 2021

A General Framework for Defending Against Backdoor Attacks via Influence Graph.

Xiaofei Sun, Jiwei Li, Xiaoya Li, Ziyao Wang, Tianwei Zhang, Han Qiu, Fei Wu, Chun Fan

CoRR, 2021

Triggerless Backdoor Attack for NLP Tasks with Clean Labels.

Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Shangwei Guo, Chun Fan

CoRR, 2021

Interpreting Deep Learning Models in Natural Language Processing: A Review.

Xiaofei Sun, Diyi Yang, Xiaoya Li, Tianwei Zhang, Yuxian Meng, Han Qiu, Guoyin Wang, Eduard H. Hovy, Jiwei Li

CoRR, 2021

OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts.

Shuhe Wang, Yuxian Meng, Xiaoya Li, Xiaofei Sun, Rongbin Ouyang, Jiwei Li

CoRR, 2021

Defending against Backdoor Attacks in Natural Language Generation.

Chun Fan, Xiaoya Li, Yuxian Meng, Xiaofei Sun, Xiang Ao, Fei Wu, Jiwei Li, Tianwei Zhang

CoRR, 2021

kFolden: k-Fold Ensemble for Out-Of-Distribution Detection.

Xiaoya Li, Jiwei Li, Xiaofei Sun, Chun Fan, Tianwei Zhang, Fei Wu, Yuxian Meng, Jun Zhang

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information.

Zijun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Xiang Ao, Qing He, Fei Wu, Jiwei Li

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Improving Robustness and Generality of NLP Models Using Disentangled Representations.

Jiawei Wu, Xiaoya Li, Xiang Ao, Yuxian Meng, Fei Wu, Jiwei Li

CoRR, 2020

Analyzing COVID-19 on Online Social Media: Trends, Sentiments and Emotions.

Xiaoya Li, Mingxin Zhou, Jiawei Wu, Arianna Yuan, Fei Wu, Jiwei Li

CoRR, 2020

SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection.

Xiaoya Li, Yuxian Meng, Qinghong Han, Fei Wu, Jiwei Li

CoRR, 2020

LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention.

Xiaoya Li, Yuxian Meng, Arianna Yuan, Fei Wu, Jiwei Li

CoRR, 2020

SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection.

Xiaoya Li, Yuxian Meng, Mingxin Zhou, Qinghong Han, Fei Wu, Jiwei Li

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.

Xiaoya Li, Xiaofei Sun, Yuxian Meng, Junjun Liang, Fei Wu, Jiwei Li

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

A Unified MRC Framework for Named Entity Recognition.

Xiaoya Li, Jingrong Feng, Yuxian Meng, Qinghong Han, Fei Wu, Jiwei Li

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.

Yuxian Meng, Xiangyuan Ren, Zijun Sun, Xiaoya Li, Arianna Yuan, Fei Wu, Jiwei Li

CoRR, 2019

Query-Based Named Entity Recognition.

Yuxian Meng, Xiaoya Li, Zijun Sun, Jiwei Li

CoRR, 2019

Glyce: Glyph-vectors for Chinese Character Representations.

Yuxian Meng, Wei Wu, Fei Wang, Xiaoya Li, Ping Nie, Fan Yin, Muyu Li, Qinghong Han, Xiaofei Sun, Jiwei Li

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Entity-Relation Extraction as Multi-Turn Question Answering.

Xiaoya Li, Fan Yin, Zijun Sun, Xiayu Li, Arianna Yuan, Duo Chai, Mingxin Zhou, Jiwei Li

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Is Word Segmentation Necessary for Deep Learning of Chinese Representations?

Xiaoya Li, Yuxian Meng, Xiaofei Sun, Qinghong Han, Arianna Yuan, Jiwei Li

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019