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Year
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
3182019
Document expansion by query prediction
R Nogueira, W Yang, J Lin, K Cho
arXiv preprint arXiv:1904.08375, 2019
1652019
Simple applications of BERT for ad hoc document retrieval
W Yang, H Zhang, J Lin
arXiv preprint arXiv:1903.10972, 2019
1602019
Multi-stage document ranking with BERT
R Nogueira, W Yang, K Cho, J Lin
arXiv preprint arXiv:1910.14424, 2019
1472019
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
1382019
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
1112019
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
782019
A simple regularization-based algorithm for learning cross-domain word embeddings
W Yang, W Lu, VW Zheng
arXiv preprint arXiv:1902.00184, 2019
552019
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
522019
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
372019
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
282019
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
172020
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
142020
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
132019
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
122020
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
102020
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
92019
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
62020
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
42019
TURING: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface
P Xu, W Zi, H Shahidi, Á Kádár, K Tang, W Yang, J Ateeq, H Barot, M Alon, ...
arXiv preprint arXiv:2106.04559, 2021
12021
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