| The rise and potential of large language model based agents: A survey Z Xi, W Chen, X Guo, W He, Y Ding, B Hong, M Zhang, J Wang, S Jin, ... Science China Information Sciences 68 (2), 121101, 2025 | 736 | 2025 |
| A Lexicon-Based Graph Neural Network for Chinese NER T Gui, Y Zou, Q Zhang, M Peng, J Fu, Z Wei, X Huang Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 289 | 2019 |
| Internlm2 technical report Z Cai, M Cao, H Chen, K Chen, K Chen, X Chen, X Chen, Z Chen, Z Chen, ... arXiv preprint arXiv:2403.17297, 2024 | 220 | 2024 |
| Textflint: Unified multilingual robustness evaluation toolkit for natural language processing X Wang, Q Liu, T Gui, Q Zhang, Y Zou, X Zhou, J Ye, Y Zhang, R Zheng, ... Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021 | 128* | 2021 |
| Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training Z Li, Y Zou, C Zhang, Q Zhang, Z Wei Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 124 | 2021 |
| Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling Y Zou, L Zhao, Y Kang, J Lin, M Peng, Z Jiang, C Sun, Q Zhang, X Huang, ... Proceedings of the AAAI Conference on Artificial Intelligence 35, 2021 | 70 | 2021 |
| A lexicon-based supervised attention model for neural sentiment analysis Y Zou, T Gui, Q Zhang, XJ Huang Proceedings of the 27th international conference on computational …, 2018 | 54 | 2018 |
| Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining Y Zou, B Zhu, X Hu, T Gui, Q Zhang Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 40 | 2021 |
| MINER: Improving out-of-vocabulary named entity recognition from an information theoretic perspective X Wang, S Dou, L Xiong, Y Zou, Q Zhang, T Gui, L Qiao, Z Cheng, ... arXiv preprint arXiv:2204.04391, 2022 | 32 | 2022 |
| Divide and conquer: Text semantic matching with disentangled keywords and intents Y Zou, H Liu, T Gui, J Wang, Q Zhang, M Tang, H Li, D Wang arXiv preprint arXiv:2203.02898, 2022 | 32 | 2022 |
| Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems Y Zou, Z Liu, X Hu, Q Zhang Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 31 | 2021 |
| Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders Y Zou, J Lin, L Zhao, Y Kang, Z Jiang, C Sun, Q Zhang, X Huang, X Liu Proceedings of the AAAI Conference on Artificial Intelligence 35, 2021 | 30 | 2021 |
| The Rise and Potential of Large Language Model Based Agents: A Survey (2023) Z Xi, W Chen, X Guo, W He, Y Ding, B Hong, M Zhang, J Wang, S Jin, ... URL https://arxiv. org/abs/2309.07864, 0 | 28 | |
| AgentGym: Evolving Large Language Model-based Agents across Diverse Environments Z Xi, Y Ding, W Chen, B Hong, H Guo, J Wang, D Yang, C Liao, X Guo, ... arXiv preprint arXiv:2406.04151, 2024 | 20 | 2024 |
| EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models W Zhou, X Wang, L Xiong, H Xia, Y Gu, M Chai, F Zhu, C Huang, S Dou, ... arXiv preprint arXiv:2403.12171, 2024 | 15 | 2024 |
| Transcormer: Transformer for sentence scoring with sliding language modeling K Song, Y Leng, X Tan, Y Zou, T Qin, D Li Advances in Neural Information Processing Systems 35, 11160-11174, 2022 | 14 | 2022 |
| Increasing visual awareness in multimodal neural machine translation from an information theoretic perspective B Ji, T Zhang, Y Zou, B Hu, S Shen arXiv preprint arXiv:2210.08478, 2022 | 13 | 2022 |
| TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models X Wang, Y Zhang, T Chen, S Gao, S Jin, X Yang, Z Xi, R Zheng, Y Zou, ... arXiv preprint arXiv:2310.06762, 2023 | 9 | 2023 |
| Making parameter-efficient tuning more efficient: A unified framework for classification tasks X Zhou, R Ma, Y Zou, X Chen, T Gui, Q Zhang, XJ Huang, R Xie, W Wu Proceedings of the 29th International Conference on Computational …, 2022 | 9 | 2022 |
| Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback S Gao, Q Ge, W Shen, S Dou, J Ye, X Wang, R Zheng, Y Zou, Z Chen, ... ICML 2024, 2024 | 6 | 2024 |
Qi Zhang (张奇)Professor of Computer Science, Fudan UniversityAdresse e-mail validée de fudan.edu.cn