| 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 | 126 | 2022 |
| 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 | 105 | 2021 |
| 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 | 101 | 2021 |
| 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 | 93 | 2018 |
| 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 | 92 | 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 | 66 | 2021 |
| Corpusbrain: Pre-train a generative retrieval model for knowledge-intensive language tasks J Chen, R Zhang, J Guo, Y Liu, Y Fan, X Cheng Proceedings of the 31st ACM International Conference on Information …, 2022 | 58 | 2022 |
| GERE: Generative evidence retrieval for fact verification J Chen, R Zhang, J Guo, Y Fan, X Cheng Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022 | 56 | 2022 |
| Prada: Practical black-box adversarial attacks against neural ranking models C Wu, R Zhang, J Guo, M De Rijke, Y Fan, X Cheng ACM Transactions on Information Systems 41 (4), 1-27, 2023 | 52 | 2023 |
| 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 | 48 | 2022 |
| A re-balancing strategy for class-imbalanced classification based on instance difficulty S Yu, J Guo, R Zhang, Y Fan, Z Wang, X Cheng Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 38 | 2022 |
| 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 | 35 | 2022 |
| 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 | 33 | 2021 |
| A unified generative retriever for knowledge-intensive language tasks via prompt learning J Chen, R Zhang, J Guo, M de Rijke, Y Liu, Y Fan, X Cheng Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 32 | 2023 |
| Continual learning for generative retrieval over dynamic corpora J Chen, R Zhang, J Guo, M de Rijke, W Chen, Y Fan, X Cheng Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 30 | 2023 |
| Semantic-enhanced differentiable search index inspired by learning strategies Y Tang, R Zhang, J Guo, J Chen, Z Zhu, S Wang, D Yin, X Cheng Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 29 | 2023 |
| 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 | 26 | 2019 |
| 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 | 25 | 2018 |
| Topic-oriented adversarial attacks against black-box neural ranking models YA Liu, R Zhang, J Guo, M de Rijke, W Chen, Y Fan, X Cheng Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 22 | 2023 |
| A linguistic study on relevance modeling in information retrieval Y Fan, J Guo, X Ma, R Zhang, Y Lan, X Cheng Proceedings of the Web Conference 2021, 1053-1064, 2021 | 20 | 2021 |
Jiafeng GuoProfessor, Institute of Computing Techonology, CASVerified email at ict.ac.cn
