Yi-An Lai

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 20

Top Topics

Text Collections

Dialogue System

Hierarchical Models

Graph Structures

Top Venues

Publications

Raphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas, Xibin Gao, Yi Zhang
Backward Compatibility During Data Updates by Weight Interpolation. EACL (1) (2024)
Raphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas, Xibin Gao, Yi Zhang
Backward Compatibility During Data Updates by Weight Interpolation. CoRR (2023)
Yi-An Lai, Elman Mansimov, Yuqing Xie, Yi Zhang
Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion. CoRR (2023)
Yi-An Lai, Elman Mansimov, Yuqing Xie, Yi Zhang
Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion. EACL (Findings) (2023)
Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang
Measuring and Reducing Model Update Regression in Structured Prediction for NLP. CoRR (2022)
Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang
Measuring and Reducing Model Update Regression in Structured Prediction for NLP. NeurIPS (2022)
Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. ACL (1) (2022)
Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. CoRR (2021)
Yuqing Xie, Yi-An Lai, Yuanjun Xiong, Yi Zhang, Stefano Soatto
Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates. CoRR (2021)
Yuqing Xie, Yi-An Lai, Yuanjun Xiong, Yi Zhang, Stefano Soatto
Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates. ACL/IJCNLP (1) (2021)
Yi-An Lai, Garima Lalwani, Yi Zhang
Context Analysis for Pre-trained Masked Language Models. EMNLP (Findings) (2020)
Yi-An Lai, Xuan Zhu, Yi Zhang, Mona T. Diab
Diversity, Density, and Homogeneity: Quantitative Characteristic Metrics for Text Collections. CoRR (2020)
Yi-An Lai, Xuan Zhu, Yi Zhang, Mona T. Diab
Diversity, Density, and Homogeneity: Quantitative Characteristic Metrics for Text Collections. LREC (2020)
Yi-An Lai, Arshit Gupta, Yi Zhang
Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation. CoNLL (2019)
Yi-An Lai, Chin-Chi Hsu, Wen-Hao Chen, Mi-Yen Yeh, Shou-De Lin
DeepRank: improving unsupervised node ranking via link discovery. Data Min. Knowl. Discov. 33 (2) (2019)
Yi-An Lai, Arshit Gupta, Yi Zhang
Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation. CoRR (2019)
Wen-Hao Chen, Chin-Chi Hsu, Yi-An Lai, Vincent Liu, Mi-Yen Yeh, Shou-De Lin
Attribute-Aware Recommender System Based on Collaborative Filtering: Survey and Classification. Frontiers Big Data 2 (2019)
Wen-Hao Chen, Chin-Chi Hsu, Yi-An Lai, Vincent Liu, Mi-Yen Yeh, Shou-De Lin
Attribute-aware Collaborative Filtering: Survey and Classification. CoRR (2018)
Yi-An Lai, Chin-Chi Hsu, Wen-Hao Chen, Mi-Yen Yeh, Shou-De Lin
PRUNE: Preserving Proximity and Global Ranking for Network Embedding. NIPS (2017)
Chin-Chi Hsu, Yi-An Lai, Wen-Hao Chen, Ming-Han Feng, Shou-De Lin
Unsupervised Ranking using Graph Structures and Node Attributes. WSDM (2017)
Yi-An Lai, Yi-Zong Ou, Jan Su, Sheng-Han Tsai, Cheng-Wei Yu, Derrick Cheng
Virtual disaster management information repository and applications based on linked open data. SOCA (2012)