A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings. - Wei Yang 017; Wei Lu 011; Vincent W. Zheng (EMNLP, 2017)

Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search. - Jinfeng Rao; Wei Yang 017; Yuhao Zhang 004; Ferhan Türe; Jimmy Lin (AAAI, 2019)

Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling. - Linqing Liu; Wei Yang 017; Jinfeng Rao; Raphael Tang; Jimmy Lin (EMNLP/IJCNLP (1), 2019)

Applying BERT to Document Retrieval with Birch. - Zeynep Akkalyoncu Yilmaz; Shengjin Wang; Wei Yang 017; Haotian Zhang 001; Jimmy Lin (EMNLP/IJCNLP (3), 2019)

Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval. - Zeynep Akkalyoncu Yilmaz; Wei Yang 017; Haotian Zhang 001; Jimmy Lin (EMNLP/IJCNLP (1), 2019)

Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features. - Wei Yang 017; Luchen Tan; Chunwei Lu; Anqi Cui; Han Li; Xi Chen 001; Kun Xiong; Muzi Wang; Ming Li 001; Jian Pei 001; Jimmy Lin (NAACL-HLT (2), 2019)

End-to-End Open-Domain Question Answering with BERTserini. - Wei Yang 017; Yuqing Xie 001; Aileen Lin; Xingyu Li; Luchen Tan; Kun Xiong; Ming Li 001; Jimmy Lin (NAACL-HLT (Demonstrations), 2019)

Critically Examining the "Neural Hype": Weak Baselines and the Additivity of Effectiveness Gains from Neural Ranking Models. - Wei Yang 017; Kuang Lu; Peilin Yang; Jimmy Lin (SIGIR, 2019)

Simple Applications of BERT for Ad Hoc Document Retrieval. - Wei Yang 017; Haotian Zhang 001; Jimmy Lin (CoRR, 2019)

Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering. - Wei Yang 017; Yuqing Xie 001; Luchen Tan; Kun Xiong; Ming Li 001; Jimmy Lin (CoRR, 2019)

Document Expansion by Query Prediction. - Rodrigo Nogueira 001; Wei Yang 017; Jimmy Lin; Kyunghyun Cho (CoRR, 2019)

Multi-Stage Document Ranking with BERT. - Rodrigo Nogueira 001; Wei Yang 017; Kyunghyun Cho; Jimmy Lin (CoRR, 2019)

Approximate Nearest Neighbor Search and Lightweight Dense Vector Reranking in Multi-Stage Retrieval Architectures. - Zhengkai Tu; Wei Yang 017; Zihang Fu; Yuqing Xie 001; Luchen Tan; Kun Xiong; Ming Li 001; Jimmy Lin (ICTIR, 2020)

Capreolus: A Toolkit for End-to-End Neural Ad Hoc Retrieval. - Andrew Yates; Siddhant Arora; Xinyu Zhang 018; Wei Yang 017; Kevin Martin Jose; Jimmy Lin (WSDM, 2020)

Distant Supervision for Multi-Stage Fine-Tuning in Retrieval-Based Question Answering. - Yuqing Xie 001; Wei Yang 017; Luchen Tan; Kun Xiong; Nicholas Jing Yuan; Baoxing Huai; Ming Li 001; Jimmy Lin (WWW, 2020)

Rapid Adaptation of BERT for Information Extraction on Domain-Specific Business Documents. - Ruixue Zhang; Wei Yang 017; Luyun Lin; Zhengkai Tu; Yuqing Xie 001; Zihang Fu; Yuhao Xie; Luchen Tan; Kun Xiong; Jimmy Lin (CoRR, 2020)

Optimizing Deeper Transformers on Small Datasets: An Application on Text-to-SQL Semantic Parsing. - Peng Xu; Wei Yang 017; Wenjie Zi; Keyi Tang; Chengyang Huang; Jackie Chi Kit Cheung; Yanshuai Cao (CoRR, 2020)

A Globally Normalized Neural Model for Semantic Parsing. - Chenyang Huang 001; Wei Yang 017; Yanshuai Cao; Osmar Zaïane; Lili Mou (SPNLP@ACL-IJCNLP, 2021)

Optimizing Deeper Transformers on Small Datasets. - Peng Xu; Dhruv Kumar 005; Wei Yang 017; Wenjie Zi; Keyi Tang; Chenyang Huang 001; Jackie Chi Kit Cheung; Simon J. D. Prince; Yanshuai Cao (ACL/IJCNLP (1), 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 017; Jawad Ateeq; Harsh Barot; Meidan Alon; Yanshuai Cao (ACL (demo), 2021)

Hierarchical Neural Data Synthesis for Semantic Parsing. - Wei Yang 017; Peng Xu; Yanshuai Cao (CoRR, 2021)