| End-to-end open-domain question answering with bertserini W Yang, Y Xie, A Lin, X Li, L Tan, K Xiong, M Li, J Lin arXiv preprint arXiv:1902.01718, 2019 | 399 | 2019 |
| Document expansion by query prediction R Nogueira, W Yang, J Lin, K Cho arXiv preprint arXiv:1904.08375, 2019 | 221 | 2019 |
| Multi-stage document ranking with BERT R Nogueira, W Yang, K Cho, J Lin arXiv preprint arXiv:1910.14424, 2019 | 200 | 2019 |
| Simple applications of BERT for ad hoc document retrieval W Yang, H Zhang, J Lin arXiv preprint arXiv:1903.10972, 2019 | 188 | 2019 |
| Cross-domain modeling of sentence-level evidence for document retrieval ZA Yilmaz, W Yang, H Zhang, J Lin Proceedings of the 2019 conference on empirical methods in natural language …, 2019 | 159 | 2019 |
| Critically examining the" neural hype" weak baselines and the additivity of effectiveness gains from neural ranking models W Yang, K Lu, P Yang, J Lin Proceedings of the 42nd international ACM SIGIR conference on research and …, 2019 | 126 | 2019 |
| Applying BERT to document retrieval with birch ZA Yilmaz, S Wang, W Yang, H Zhang, J Lin Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 106 | 2019 |
| Bridging the gap between relevance matching and semantic matching for short text similarity modeling J Rao, L Liu, Y Tay, W Yang, P Shi, J Lin Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 64 | 2019 |
| A simple regularization-based algorithm for learning cross-domain word embeddings W Yang, W Lu, VW Zheng arXiv preprint arXiv:1902.00184, 2019 | 54 | 2019 |
| Data augmentation for bert fine-tuning in open-domain question answering W Yang, Y Xie, L Tan, K Xiong, M Li, J Lin arXiv preprint arXiv:1904.06652, 2019 | 53 | 2019 |
| Multi-perspective relevance matching with hierarchical convnets for social media search J Rao, W Yang, Y Zhang, F Ture, J Lin Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 232-240, 2019 | 33 | 2019 |
| Optimizing deeper transformers on small datasets P Xu, D Kumar, W Yang, W Zi, K Tang, C Huang, JCK Cheung, ... arXiv preprint arXiv:2012.15355, 2020 | 29 | 2020 |
| Rapid adaptation of bert for information extraction on domain-specific business documents R Zhang, W Yang, L Lin, Z Tu, Y Xie, Z Fu, Y Xie, L Tan, K Xiong, J Lin arXiv preprint arXiv:2002.01861, 2020 | 22 | 2020 |
| Distant supervision for multi-stage fine-tuning in retrieval-based question answering Y Xie, W Yang, L Tan, K Xiong, NJ Yuan, B Huai, M Li, J Lin Proceedings of The Web Conference 2020, 2934-2940, 2020 | 21 | 2020 |
| Detecting customer complaint escalation with recurrent neural networks and manually-engineered features W Yang, L Tan, C Lu, A Cui, H Li, X Chen, K Xiong, M Wang, M Li, J Pei, ... Proceedings of the 2019 Conference of the North American Chapter of the …, 2019 | 17 | 2019 |
| Capreolus: a toolkit for end-to-end neural ad hoc retrieval A Yates, S Arora, X Zhang, W Yang, KM Jose, J Lin Proceedings of the 13th International Conference on Web Search and Data …, 2020 | 16 | 2020 |
| Incorporating contextual and syntactic structures improves semantic similarity modeling L Liu, W Yang, J Rao, R Tang, J Lin Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 11 | 2019 |
| Approximate nearest neighbor search and lightweight dense vector reranking in multi-stage retrieval architectures Z Tu, W Yang, Z Fu, Y Xie, L Tan, K Xiong, M Li, J Lin Proceedings of the 2020 ACM SIGIR on International Conference on Theory of …, 2020 | 8 | 2020 |
| End-to-end neural context reconstruction in Chinese dialogue W Yang, R Qiao, H Qin, A Sun, L Tan, K Xiong, M Li Proceedings of the First Workshop on NLP for Conversational AI, 68-76, 2019 | 7 | 2019 |
| Optimizing deeper transformers on small datasets: An application on text-to-sql semantic parsing P Xu, W Yang, W Zi, K Tang, C Huang, JCK Cheung, Y Cao arXiv preprint arXiv:2012.15355 3, 2020 | 5 | 2020 |
Jimmy LinUniversity of WaterlooVerified email at uwaterloo.ca
