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Yi-An Lai
Yi-An Lai
Applied Scientist II, AWS AI HLT
Verified email at amazon.com
Title
Cited by
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Year
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
Y Su, L Shu, E Mansimov, A Gupta, D Cai, YA Lai, Y Zhang
ACL 2022, 2021
1592021
Prune: Preserving proximity and global ranking for network embedding
YA Lai, CC Hsu, WH Chen, MY Yeh, SD Lin
Advances in neural information processing systems 30, 2017
722017
Unsupervised ranking using graph structures and node attributes
CC Hsu, YA Lai, WH Chen, MH Feng, SD Lin
Proceedings of the Tenth ACM International Conference on Web Search and Data …, 2017
432017
Efficient Domain Adaptation of Language Models via Adaptive Tokenization
V Sachidananda, JS Kessler, Y Lai
SustaiNLP workshop at EMNLP 2021, 2021
242021
Diversity, Density, and Homogeneity: Quantitative Characteristic Metrics for Text Collections
YA Lai, X Zhu, Y Zhang, M Diab
Proceedings of the 12th Language Resources and Evaluation Conference (LREC), 2020
162020
Context analysis for pre-trained masked language models
YA Lai, G Lalwani, Y Zhang
Findings of the Association for Computational Linguistics: EMNLP 2020, 3789-3804, 2020
122020
Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates
Y Xie, Y Lai, Y Xiong, Y Zhang, S Soatto
ACL/IJCNLP - Proceedings of the 59th Annual Meeting of the Association for …, 2021
112021
DeAL: Decoding-time Alignment for Large Language Models
JY Huang, S Sengupta, D Bonadiman, Y Lai, A Gupta, N Pappas, ...
arXiv preprint arXiv:2402.06147, 2024
92024
DeepRank: improving unsupervised node ranking via link discovery
YA Lai, CC Hsu, WH Chen, MY Yeh, SD Lin
Data Mining and Knowledge Discovery 33, 474-498, 2019
72019
Measuring and Reducing Model Update Regression in Structured Prediction for NLP
D Cai, E Mansimov, YA Lai, Y Su, L Shu, Y Zhang
NeurIPS 2022, 2022
62022
Attribute-aware Collaborative Filtering: Survey and Classification
WH Chen, CC Hsu, YA Lai, V Liu, MY Yeh, SD Lin
arXiv preprint arXiv:1810.08765, 2018
52018
Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation
YA Lai, A Gupta, Y Zhang
Proceedings of the 23rd Conference on Computational Natural Language …, 2019
32019
Backward Compatibility During Data Updates by Weight Interpolation
R Schumann, E Mansimov, YA Lai, N Pappas, X Gao, Y Zhang
arXiv preprint arXiv:2301.10546, 2023
22023
Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion
YA Lai, E Mansimov, Y Xie, Y Zhang
Findings of the Association for Computational Linguistics: EACL 2023, 2023
12023
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