Wei Yang

According to our database, Wei Yang authored at least 21 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Hierarchical Neural Data Synthesis for Semantic Parsing.

Wei Yang, Peng Xu, Yanshuai Cao

CoRR, 2021

TURING: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface.

Peng Xu, Wenjie Zi, Hamidreza Shahidi, Ákos Kádár, Keyi Tang, Wei Yang, Jawad Ateeq, Harsh Barot, Meidan Alon, Yanshuai Cao

Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Optimizing Deeper Transformers on Small Datasets.

Peng Xu, Dhruv Kumar, Wei Yang, Wenjie Zi, Keyi Tang, Chenyang Huang, Jackie Chi Kit Cheung, Simon J. D. Prince, Yanshuai Cao

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

A Globally Normalized Neural Model for Semantic Parsing.

Chenyang Huang, Wei Yang, Yanshuai Cao, Osmar Zaïane, Lili Mou

Proceedings of the 5th Workshop on Structured Prediction for NLP, 2021

2020

Optimizing Deeper Transformers on Small Datasets: An Application on Text-to-SQL Semantic Parsing.

Peng Xu, Wei Yang, Wenjie Zi, Keyi Tang, Chengyang Huang, Jackie Chi Kit Cheung, Yanshuai Cao

CoRR, 2020

Rapid Adaptation of BERT for Information Extraction on Domain-Specific Business Documents.

Ruixue Zhang, Wei Yang, Luyun Lin, Zhengkai Tu, Yuqing Xie, Zihang Fu, Yuhao Xie, Luchen Tan, Kun Xiong, Jimmy Lin

CoRR, 2020

Distant Supervision for Multi-Stage Fine-Tuning in Retrieval-Based Question Answering.

Yuqing Xie, Wei Yang, Luchen Tan, Kun Xiong, Nicholas Jing Yuan, Baoxing Huai, Ming Li, Jimmy Lin

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Capreolus: A Toolkit for End-to-End Neural Ad Hoc Retrieval.

Andrew Yates, Siddhant Arora, Xinyu Zhang, Wei Yang, Kevin Martin Jose, Jimmy Lin

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Approximate Nearest Neighbor Search and Lightweight Dense Vector Reranking in Multi-Stage Retrieval Architectures.

Zhengkai Tu, Wei Yang, Zihang Fu, Yuqing Xie, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin

Proceedings of the ICTIR '20: The 2020 ACM SIGIR International Conference on the Theory of Information Retrieval, 2020

2019

Multi-Stage Document Ranking with BERT.

Rodrigo Frassetto Nogueira, Wei Yang, Kyunghyun Cho, Jimmy Lin

CoRR, 2019

Document Expansion by Query Prediction.

Rodrigo Frassetto Nogueira, Wei Yang, Jimmy Lin, Kyunghyun Cho

CoRR, 2019

Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering.

Wei Yang, Yuqing Xie, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin

CoRR, 2019

Simple Applications of BERT for Ad Hoc Document Retrieval.

Wei Yang, Haotian Zhang, Jimmy Lin

CoRR, 2019

Critically Examining the "Neural Hype": Weak Baselines and the Additivity of Effectiveness Gains from Neural Ranking Models.

Wei Yang, Kuang Lu, Peilin Yang, Jimmy Lin

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

End-to-End Open-Domain Question Answering with BERTserini.

Wei Yang, Yuqing Xie, Aileen Lin, Xingyu Li, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features.

Wei Yang, Luchen Tan, Chunwei Lu, Anqi Cui, Han Li, Xi Chen, Kun Xiong, Muzi Wang, Ming Li, Jian Pei, Jimmy Lin

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval.

Zeynep Akkalyoncu Yilmaz, Wei Yang, Haotian Zhang, Jimmy Lin

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Applying BERT to Document Retrieval with Birch.

Zeynep Akkalyoncu Yilmaz, Shengjin Wang, Wei Yang, Haotian Zhang, Jimmy Lin

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling.

Linqing Liu, Wei Yang, Jinfeng Rao, Raphael Tang, Jimmy Lin

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search.

Jinfeng Rao, Wei Yang, Yuhao Zhang, Ferhan Türe, Jimmy Lin

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2017

A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings.

Wei Yang, Wei Lu, Vincent W. Zheng

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017