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)

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)

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)

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)

Segatron: Segment-Aware Transformer for Language Modeling and Understanding. - He Bai 002; Peng Shi 010; Jimmy Lin; Yuqing Xie 001; Luchen Tan; Kun Xiong; Wen Gao 001; Ming Li 001 (AAAI, 2021)

Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates. - Yuqing Xie 001; Yi-An Lai; Yuanjun Xiong; Yi Zhang; Stefano Soatto (ACL/IJCNLP (1), 2021)

Applying Structural and Dense Semantic Matching for the ARQMath Lab 2022, CLEF. - Wei Zhong; Yuqing Xie 001; Jimmy Lin (CLEF (Working Notes), 2022)

Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval. - Wei Zhong; Jheng-Hong Yang; Yuqing Xie 001; Jimmy Lin (EMNLP (Findings), 2022)

An Embedding-Based Grocery Search Model at Instacart. - Yuqing Xie 001; Taesik Na; Xiao Xiao; Saurav Manchanda; Young Rao; Zhihong Xu; Guanghua Shu; Esther Vasiete; Tejaswi Tenneti; Haixun Wang (CoRR, 2022)

Answer Retrieval for Math Questions Using Structural and Dense Retrieval. - Wei Zhong; Yuqing Xie 001; Jimmy Lin (CLEF, 2023)

Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion. - Yi-An Lai; Elman Mansimov; Yuqing Xie 001; Yi Zhang (EACL (Findings), 2023)

Approximating Human-Like Few-shot Learning with GPT-based Compression. - Cynthia Huang; Yuqing Xie 001; Zhiying Jiang; Jimmy Lin; Ming Li 001 (CoRR, 2023)