| A deep relevance matching model for ad-hoc retrieval J Guo, Y Fan, Q Ai, WB Croft Proceedings of the 25th ACM international on conference on information and …, 2016 | 809 | 2016 |
| A deep look into neural ranking models for information retrieval J Guo, Y Fan, L Pang, L Yang, Q Ai, H Zamani, C Wu, WB Croft, X Cheng Information Processing & Management 57 (6), 102067, 2020 | 257 | 2020 |
| Modeling diverse relevance patterns in ad-hoc retrieval Y Fan, J Guo, Y Lan, J Xu, C Zhai, X Cheng The 41st international ACM SIGIR conference on research & development in …, 2018 | 97 | 2018 |
| Learning to control the specificity in neural response generation R Zhang, J Guo, Y Fan, Y Lan, J Xu, X Cheng Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018 | 87 | 2018 |
| Semantic matching by non-linear word transportation for information retrieval J Guo, Y Fan, Q Ai, WB Croft Proceedings of the 25th ACM International on Conference on Information and …, 2016 | 78 | 2016 |
| Matchzoo: A learning, practicing, and developing system for neural text matching J Guo, Y Fan, X Ji, X Cheng Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019 | 68 | 2019 |
| Prop: Pre-training with representative words prediction for ad-hoc retrieval X Ma, J Guo, R Zhang, Y Fan, X Ji, X Cheng Proceedings of the 14th ACM international conference on web search and data …, 2021 | 61 | 2021 |
| Matchzoo: A toolkit for deep text matching Y Fan, L Pang, JP Hou, J Guo, Y Lan, X Cheng arXiv preprint arXiv:1707.07270, 2017 | 57 | 2017 |
| Semantic models for the first-stage retrieval: A comprehensive review J Guo, Y Cai, Y Fan, F Sun, R Zhang, X Cheng ACM Transactions on Information Systems (TOIS) 40 (4), 1-42, 2022 | 40 | 2022 |
| B-PROP: bootstrapped pre-training with representative words prediction for ad-hoc retrieval X Ma, J Guo, R Zhang, Y Fan, Y Li, X Cheng Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021 | 29 | 2021 |
| Pre-training methods in information retrieval Y Fan, X Xie, Y Cai, J Chen, X Ma, X Li, R Zhang, J Guo Foundations and Trends® in Information Retrieval 16 (3), 178-317, 2022 | 19 | 2022 |
| A review on question generation from natural language text R Zhang, J Guo, L Chen, Y Fan, X Cheng ACM Transactions on Information Systems (TOIS) 40 (1), 1-43, 2021 | 17 | 2021 |
| Question headline generation for news articles R Zhang, J Guo, Y Fan, Y Lan, J Xu, H Cao, X Cheng Proceedings of the 27th ACM international conference on information and …, 2018 | 16 | 2018 |
| Outline generation: Understanding the inherent content structure of documents R Zhang, J Guo, Y Fan, Y Lan, X Cheng Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019 | 15 | 2019 |
| Are neural ranking models robust? C Wu, R Zhang, J Guo, Y Fan, X Cheng ACM Transactions on Information Systems 41 (2), 1-36, 2022 | 14 | 2022 |
| Pre-train a discriminative text encoder for dense retrieval via contrastive span prediction X Ma, J Guo, R Zhang, Y Fan, X Cheng Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022 | 14 | 2022 |
| Match²: A matching over matching model for similar question identification Z Wang, Y Fan, J Guo, L Yang, R Zhang, Y Lan, X Cheng, H Jiang, ... Proceedings of the 43rd international ACM SIGIR conference on research and …, 2020 | 11 | 2020 |
| Learning visual features from snapshots for web search Y Fan, J Guo, Y Lan, J Xu, L Pang, X Cheng Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017 | 11 | 2017 |
| A deep top-k relevance matching model for ad-hoc retrieval Z Yang, Q Lan, J Guo, Y Fan, X Zhu, Y Lan, Y Wang, X Cheng Information Retrieval: 24th China Conference, CCIR 2018, Guilin, China …, 2018 | 10 | 2018 |
| Fedmatch: Federated learning over heterogeneous question answering data J Chen, R Zhang, J Guo, Y Fan, X Cheng Proceedings of the 30th ACM International Conference on Information …, 2021 | 9 | 2021 |
Jiafeng GuoProfessor, Institute of Computing Techonology, CASVerified email at ict.ac.cn
