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 ShenGoogle DeepMindVerified email at google.com
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
Howard ChenPrinceton UniversityVerified email at cs.princeton.edu
Lluís MàrquezPrincipal Applied ScientistVerified email at amazon.com
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 JinNortheastern UniversityVerified 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	985	2016
Style Transfer from Non-parallel Text by Cross-alignment T Shen, T Lei, R Barzilay, T Jaakkola NeurIPS, 6830-6841, 2017	916	2017
Simple Recurrent Units for Highly Parallelizable Recurrence T Lei, Y Zhang, SI Wang, H Dai, Y Artzi EMNLP, 2018	535*	2018
Structured Pruning of Large Language Models Z Wang, J Wohlwend, T Lei EMNLP, 2020	287	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	263	2022
MM1: methods, analysis and insights from multimodal LLM pre-training B McKinzie, Z Gan, JP Fauconnier, S Dodge, B Zhang, P Dufter, D Shah, ... European Conference on Computer Vision, 304-323, 2025	172	2025
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	153	2017
Training language models with memory augmentation Z Zhong, T Lei, D Chen EMNLP, 2022	134	2022
Low-Rank Tensors for Scoring Dependency Structures T Lei, Y Xin, Y Zhang, R Barzilay, T Jaakkola ACL, 2014	130	2014
Semi-supervised Question Retrieval with Gated Convolutions T Lei, H Joshi, R Barzilay, T Jaakkola, K Tymoshenko, A Moschitti, ... NAACL, 2016	125	2016
Maintaining quality of customer support messages JE Hackman, S Henry, AN Hampton, T Lei US Patent 10,489,792, 2019	94	2019
Adversarial Domain Adaptation for Duplicate Question Detection DJ Shah, T Lei, A Moschitti, S Romeo, P Nakov EMNLP, 2018	89	2018
Learning High-level Planning from Text SRK Branavan, N Kushman, T Lei, R Barzilay ACL, 2012	89	2012
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	65	2021
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	63	2023
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	56	2012
Conditional adapters: Parameter-efficient transfer learning with fast inference T Lei, J Bai, S Brahma, J Ainslie, K Lee, Y Zhou, N Du, V Zhao, Y Wu, B Li, ... Advances in Neural Information Processing Systems 36, 8152-8172, 2023	50	2023

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