| A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions L Huang, W Yu, W Ma, W Zhong, Z Feng, H Wang, Q Chen, W Peng, ... Transactions on Information Systems(TOIS) 2024, 2024 | 874 | 2024 |
| A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Z Chu*, J Chen*, Q Chen*, W Yu, T He, H Wang, W Peng, M Liu, B Qin, ... ACL 2024: Main Poster, 2024 | 151* | 2024 |
| A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.(2023) L Huang, W Yu, W Ma, W Zhong, Z Feng, H Wang, Q Chen, W Peng, ... arXiv preprint arXiv:2311.05232, 2023 | 108* | 2023 |
| Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications Z Feng, W Ma, W Yu, L Huang, H Wang, Q Chen, W Peng, X Feng, B Qin, ... arXiv:2311.05876, 2023 | 36 | 2023 |
| Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources Q Chen, F Ji, H Chen, Y Zhang COLING 2020: Long Oral, 2583-2594, 2020 | 33 | 2020 |
| KACE: Generating Knowledge-Aware Contrastive Explanations for Natural Language Inference Q Chen, F Ji, X Zeng, FL Li, J Zhang, H Chen, Y Zhang ACL 2021: Long Oral, 2516-2527, 2021 | 27 | 2021 |
| DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning Q Chen, FL Li, G Xu, M Yan, J Zhang, Y Zhang IJCAI 2022: Long Oral, 4086-4092, 2022 | 25 | 2022 |
| Continual Few-shot Intent Detection G Li, Y Zhai, Q Chen, X Gao, J Zhang, Y Zhang COLING 2022: Poster, 333-343, 2022 | 19 | 2022 |
| ERNIE-mmLayout: Multi-grained MultiModal Transformer for Document Understanding W Wang, Z Huang, B Luo, Q Chen, Q Peng, Y Pan, W Yin, S Feng, Y Sun, ... ACM MultiMedia 2022: Poster, 4877-4886, 2022 | 19* | 2022 |
| Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning W Wang, Y Hu, Q Chen, Y Zhang CVPR 2023, 2023 | 16 | 2023 |
| TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models Z Chu, J Chen, Q Chen, W Yu, H Wang, M Liu, B Qin ACL 2024: Main Poster, 2024 | 13 | 2024 |
| Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering Q Chen, G Xu, M Yan, J Zhang, F Huang, S Luo, Y Zhang ACL 2023 (Findings), 2023 | 9 | 2023 |
| Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System H Wang, X Du, W Yu, Q Chen, K Zhu, Z Chu, L Yan, Y Guan Neurocomputing 2024, 2023 | 8* | 2023 |
| K-AID: Enhancing Pre-trained Language Models with DomainKnowledge for Question Answering F Sun, FL Li, R Wang, Q Chen, X Cheng, J Zhang CIKM 2021: Poster, 4125–4134, 2021 | 8 | 2021 |
| Mixed Distillation Helps Smaller Language Model Better Reasoning C Li*, Q Chen*, L Li, C Wang, Y Li, Z Chen, Y Zhang EMNLP 2024 (Findings), 2024 | 5* | 2024 |
| Knowledge-enhanced Memory Model for Emotional Support Conversation M Jia, Q Chen, L Jing, D Fu, R Li AAAI 2024 Machine Learning for Cognitive and Mental Health workshop, 2024 | 5 | 2024 |
| WYWEB: A NLP Evaluation Benchmark for Classical Chinese B Zhou, Q Chen, X Zhong, T Wang, Y Zhang ACL 2023 (Findings), 2023 | 5 | 2023 |
| Comparative effectiveness of different combinations of treatment interventions in patients with stroke at the convalescence stage based on the Markov decision process Y Shen, M Hu, Q Chen, Y Zhang, J Liang, T Lu, Q Ma, R Ma Evidence-Based Complementary and Alternative Medicine 2020, 2020 | 5 | 2020 |
| An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation K Zhu, X Feng, X Du, Y Gu, W Yu, H Wang, Q Chen, Z Chu, J Chen, B Qin ACL 2024: Long Oral, 2024 | 4 | 2024 |
| Rethinking the Value of Gazetteer in Chinese Named Entity Recognition Q Chen, X Zeng, J Zhu, Y Zhang, B Lin, Y Yang, D Jiang NLPCC 2022: Oral, 266-278, 2022 | 3 | 2022 |
Yin ZhangCollege of Computer Science, Zhejiang UniversityAdresse e-mail validée de zju.edu.cn