Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion
Published in EACL 2023 Findings, 2023
Yi-An Lai, Elman Mansimov, Yuqing Xie, Yi Zhang
Publications
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval
Published in ACL 2022 Findings, 2022
Wei Zhong, Jheng-Hong Yang, Yuqing Xie, Jimmy Lin
Applying Structural and Dense Semantic Matching for the ARQMath Lab 2022, CLEF
Published in the ARQMath Lab 2022, CLEF, 2022
Wei Zhong, Yuqing Xie, Jimmy Lin
An Embedding-Based Grocery Search Model at Instacart
Published in SIGIR eComs 2022, 2022
Yuqing Xie, Taesik Na, Xiao Xiao, Saurav Manchanda, Young Rao, Zhihong Xu, Guanghua Shu, Esther Vasiete, Tejaswi Tenneti, Haixun Wang
Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates
Published in ACL 2021, 2021
Yuqing Xie, Yi-an Lai, Yuanjun Xiong, Yi Zhang, Stefano Soatto
Segatron: Segment-Aware Transformer for Language Modeling and Understanding
Published in AAAI 2021, 2021
He Bai, Peng Shi, Jimmy Lin, Yuqing Xie, Luchen Tan, Kun Xiong, Wen Gao, Ming Li
Approximate Nearest Neighbor Search and Lightweight Dense Vector Reranking in Multi-Stage Retrieval Architectures.
Published in ICTIR 2020, 2020
Zhengkai Tu, Wei Yang, Zihang Fu*, Yuqing Xie, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin
Rapid Adaptation of BERT for Information Extraction on Domain-Specific Business Documents.
Published in Preprint, 2020
Ruixue Zhang, Wei Yang, Luyun Lin, Zhengkai Tu, Yuqing Xie, Zihang Fu, Yuhao Xie, Luchen Tan, Kun Xiong, Jimmy Lin
Distant Supervision for Multi-Stage Fine-Tuning in Retrieval-Based Question Answering
Published in TheWebConf 2020, 2020
Yuqing Xie, Wei Yang, Luchen Tan, Kun Xiong, Nicholas Jing Yuan, Baoxing Huai, Ming Li, Jimmy Lin
Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering
Published in Arxiv, 2019
Wei Yang, Yuqing Xie, Luchen Tan, Kun Xiong, Ming Li, and Jimmy Lin
End-to-End Open-Domain Question Answering with BERTserini
Published in NAACL 2019, demo track, 2019
Wei Yang, Yuqing Xie, Aileen Lin, Xingyu Li, Luchen Tan, Kun Xiong, Ming Li, and Jimmy Lin