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
Lili YuMeta AIVerified email at mit.edu
Yoav ArtziCornell University; ASAPPVerified email at cs.cornell.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
Tony (Ziheng) WangStanford UniversityVerified email at mit.edu
Kyle SwansonStanford UniversityVerified email at stanford.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	952	2016
Style Transfer from Non-parallel Text by Cross-alignment T Shen, T Lei, R Barzilay, T Jaakkola NeurIPS, 6830-6841, 2017	889	2017
Simple Recurrent Units for Highly Parallelizable Recurrence T Lei, Y Zhang, SI Wang, H Dai, Y Artzi EMNLP, 2018	516*	2018
Structured Pruning of Large Language Models Z Wang, J Wohlwend, T Lei EMNLP, 2020	254	2020
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	196	2022
Molding CNNs for Text: Non-linear, Non-consecutive Convolutions T Lei, R Barzilay, T Jaakkola EMNLP, 2015	170	2015
Deriving Neural Architectures from Sequence and Graph Kernels T Lei, W Jin, R Barzilay, T Jaakkola ICML, 2017	149	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	124	2016
Training language models with memory augmentation Z Zhong, T Lei, D Chen EMNLP, 2022	113	2022
Maintaining quality of customer support messages JE Hackman, S Henry, AN Hampton, T Lei US Patent 10,489,792, 2019	88	2019
Learning High-level Planning from Text SRK Branavan, N Kushman, T Lei, R Barzilay ACL, 2012	88	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	87	2024
Adversarial Domain Adaptation for Duplicate Question Detection DJ Shah, T Lei, A Moschitti, S Romeo, P Nakov EMNLP, 2018	84	2018
From Natural Language Specifications to Program Input Parsers T Lei, F Long, R Barzilay, M Rinard ACL, 1294-1303, 2013	83	2013
When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute T Lei EMNLP, 2021	64	2021
Greed is Good if Randomized: New Inference for Dependency Parsing Y Zhang, T Lei, R Barzilay, T Jaakkola EMNLP, 1013-1024, 2014	60	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
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	50	2023
High-order Low-rank Tensors for Semantic Role Labeling T Lei, Y Zhang, L Màrquez, A Moschitti, R Barzilay NAACL, 2015	48	2015

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