Wei Yang

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 24

Top Topics

Question Answering

Natural Language

Document Retrieval

Semantic Parsing

Top Venues

EMNLP/IJCNLP (1)

Publications

Chenyang Huang, Wei Yang, Yanshuai Cao, Osmar Zaïane, Lili Mou
A Globally Normalized Neural Model for Semantic Parsing. SPNLP@ACL-IJCNLP (2021)
Wei Yang, Peng Xu, Yanshuai Cao
Hierarchical Neural Data Synthesis for Semantic Parsing. CoRR (2021)
Peng Xu, Dhruv Kumar, Wei Yang, Wenjie Zi, Keyi Tang, Chenyang Huang, Jackie Chi Kit Cheung, Simon J. D. Prince, Yanshuai Cao
Optimizing Deeper Transformers on Small Datasets. ACL/IJCNLP (1) (2021)
Chenyang Huang, Wei Yang, Yanshuai Cao, Osmar R. Zaïane, Lili Mou
A Globally Normalized Neural Model for Semantic Parsing. CoRR (2021)
Peng Xu, Wenjie Zi, Hamidreza Shahidi, Ákos Kádár, Keyi Tang, Wei Yang, Jawad Ateeq, Harsh Barot, Meidan Alon, Yanshuai Cao
Turing: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface. CoRR (2021)
Peng Xu, Wenjie Zi, Hamidreza Shahidi, Ákos Kádár, Keyi Tang, Wei Yang, Jawad Ateeq, Harsh Barot, Meidan Alon, Yanshuai Cao
TURING: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface. ACL (demo) (2021)
Yuqing Xie, Wei Yang, Luchen Tan, Kun Xiong, Nicholas Jing Yuan, Baoxing Huai, Ming Li, Jimmy Lin
Distant Supervision for Multi-Stage Fine-Tuning in Retrieval-Based Question Answering. WWW (2020)
Andrew Yates, Siddhant Arora, Xinyu Zhang, Wei Yang, Kevin Martin Jose, Jimmy Lin
Capreolus: A Toolkit for End-to-End Neural Ad Hoc Retrieval. WSDM (2020)
Ruixue Zhang, Wei Yang, Luyun Lin, Zhengkai Tu, Yuqing Xie, Zihang Fu, Yuhao Xie, Luchen Tan, Kun Xiong, Jimmy Lin
Rapid Adaptation of BERT for Information Extraction on Domain-Specific Business Documents. CoRR (2020)
Peng Xu, Wei Yang, Wenjie Zi, Keyi Tang, Chengyang Huang, Jackie Chi Kit Cheung, Yanshuai Cao
Optimizing Deeper Transformers on Small Datasets: An Application on Text-to-SQL Semantic Parsing. CoRR (2020)
Zhengkai Tu, Wei Yang, Zihang Fu, Yuqing Xie, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin
Approximate Nearest Neighbor Search and Lightweight Dense Vector Reranking in Multi-Stage Retrieval Architectures. ICTIR (2020)
Wei Yang, Kuang Lu, Peilin Yang, Jimmy Lin
Critically Examining the "Neural Hype": Weak Baselines and the Additivity of Effectiveness Gains from Neural Ranking Models. SIGIR (2019)
Wei Yang, Yuqing Xie, Aileen Lin, Xingyu Li, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin
End-to-End Open-Domain Question Answering with BERTserini. CoRR (2019)
Zeynep Akkalyoncu Yilmaz, Wei Yang, Haotian Zhang, Jimmy Lin
Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval. EMNLP/IJCNLP (1) (2019)
Wei Yang, Wei Lu, Vincent W. Zheng
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings. CoRR (2019)
Linqing Liu, Wei Yang, Jinfeng Rao, Raphael Tang, Jimmy Lin
Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling. EMNLP/IJCNLP (1) (2019)
Wei Yang, Luchen Tan, Chunwei Lu, Anqi Cui, Han Li, Xi Chen, Kun Xiong, Muzi Wang, Ming Li, Jian Pei, Jimmy Lin
Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features. NAACL-HLT (2) (2019)
Wei Yang, Yuqing Xie, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin
Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering. CoRR (2019)
Jinfeng Rao, Wei Yang, Yuhao Zhang, Ferhan Türe, Jimmy Lin
Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search. AAAI (2019)
Wei Yang, Yuqing Xie, Aileen Lin, Xingyu Li, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin
End-to-End Open-Domain Question Answering with BERTserini. NAACL-HLT (Demonstrations) (2019)
Zeynep Akkalyoncu Yilmaz, Shengjin Wang, Wei Yang, Haotian Zhang, Jimmy Lin
Applying BERT to Document Retrieval with Birch. EMNLP/IJCNLP (3) (2019)
Wei Yang, Kuang Lu, Peilin Yang, Jimmy Lin
Critically Examining the "Neural Hype": Weak Baselines and the Additivity of Effectiveness Gains from Neural Ranking Models. CoRR (2019)
Jinfeng Rao, Wei Yang, Yuhao Zhang, Ferhan Türe, Jimmy Lin
Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search. CoRR (2018)
Wei Yang, Wei Lu, Vincent W. Zheng
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings. EMNLP (2017)