Tao Lei

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Tommi JaakkolaMITVerified email at csail.mit.edu
Yu ZhangOpenAIVerified email at csail.mit.edu
Jeremy WohlwendMIT CSAILVerified email at csail.mit.edu
Yoav ArtziCornell University; ASAPPVerified email at cs.cornell.edu
Lili YuMeta AIVerified email at mit.edu
Tianxiao ShenUniversity of WashingtonVerified email at cs.washington.edu
Yuan ZhangGoogleVerified email at google.com
Alessandro MoschittiPrincipal Scientist at Amazon AlexaVerified email at amazon.com
Sida I. WangFacebook AIVerified email at fb.com
Darsh J ShahMassachusetts Institute of TechnologyVerified email at csail.mit.edu
Lluís MàrquezPrincipal Applied ScientistVerified email at amazon.com
Howard ChenPrinceton UniversityVerified email at cs.princeton.edu
Hui DaiVerified email at uchicago.edu
Kyle SwansonStanford UniversityVerified email at stanford.edu
Tony (Ziheng) WangStanford UniversityVerified email at mit.edu
Yonatan BelinkovTechnionVerified email at technion.ac.il
Amir GlobersonTel Aviv UniversityVerified email at post.tau.ac.il
Wengong JinBroad Institute of MIT and HarvardVerified email at csail.mit.edu
Yu XinMITVerified email at alum.mit.edu
Kyu Jeong HanAmazon Web Services (AWS)Verified email at amazon.com

Tao Lei

Google

Verified email at google.com

Natural Language Processing Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Rationalizing Neural Predictions T Lei, R Barzilay, T Jaakkola EMNLP, 2016	925	2016
Style Transfer from Non-parallel Text by Cross-alignment T Shen, T Lei, R Barzilay, T Jaakkola NeurIPS, 6830-6841, 2017	869	2017
Simple Recurrent Units for Highly Parallelizable Recurrence T Lei, Y Zhang, SI Wang, H Dai, Y Artzi EMNLP, 2018	505*	2018
Structured Pruning of Large Language Models Z Wang, J Wohlwend, T Lei EMNLP, 2020	220	2020
Molding CNNs for Text: Non-linear, Non-consecutive Convolutions T Lei, R Barzilay, T Jaakkola EMNLP, 2015	168	2015
Mixture-of-experts with expert choice routing Y Zhou, T Lei, H Liu, N Du, Y Huang, V Zhao, A Dai, Z Chen, Q Le, ... NeurIPS, 2022	156	2022
Deriving Neural Architectures from Sequence and Graph Kernels T Lei, W Jin, R Barzilay, T Jaakkola ICML, 2017	147	2017
Low-Rank Tensors for Scoring Dependency Structures T Lei, Y Xin, Y Zhang, R Barzilay, T Jaakkola ACL, 2014	128	2014
Semi-supervised Question Retrieval with Gated Convolutions T Lei, H Joshi, R Barzilay, T Jaakkola, K Tymoshenko, A Moschitti, ... NAACL, 2016	121	2016
Training language models with memory augmentation Z Zhong, T Lei, D Chen EMNLP, 2022	101	2022
Learning High-level Planning from Text SRK Branavan, N Kushman, T Lei, R Barzilay ACL, 2012	87	2012
Adversarial Domain Adaptation for Duplicate Question Detection DJ Shah, T Lei, A Moschitti, S Romeo, P Nakov EMNLP, 2018	83	2018
Maintaining quality of customer support messages JE Hackman, S Henry, AN Hampton, T Lei US Patent 10,489,792, 2019	81	2019
From Natural Language Specifications to Program Input Parsers T Lei, F Long, R Barzilay, M Rinard ACL, 1294-1303, 2013	80	2013
When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute T Lei EMNLP, 2021	61	2021
Greed is Good if Randomized: New Inference for Dependency Parsing Y Zhang, T Lei, R Barzilay, T Jaakkola EMNLP, 1013-1024, 2014	59	2014
On Optimization of Expertise Matching with Various Constraints W Tang, J Tang, T Lei, C Tan, B Gao, T Li Neurocomputing 76 (1), 71-83, 2012	54	2012
Mm1: Methods, analysis & insights from multimodal llm pre-training B McKinzie, Z Gan, JP Fauconnier, S Dodge, B Zhang, P Dufter, D Shah, ... arXiv preprint arXiv:2403.09611, 2024	50	2024
High-order Low-rank Tensors for Semantic Role Labeling T Lei, Y Zhang, L Màrquez, A Moschitti, R Barzilay NAACL, 2015	47	2015
Colt5: Faster long-range transformers with conditional computation J Ainslie, T Lei, M de Jong, S Ontañón, S Brahma, Y Zemlyanskiy, ... arXiv preprint arXiv:2303.09752, 2023	44	2023

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