Tao Lei

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Tommi JaakkolaMITVerified email at csail.mit.edu
Yu ZhangGoogleVerified email at csail.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
Jeremy WohlwendMIT CSAILVerified email at csail.mit.edu
Lili YuMeta AIVerified email at mit.edu
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
Hui DaiVerified email at uchicago.edu
Howard ChenPrinceton UniversityVerified email at princeton.edu
Yonatan BelinkovTechnionVerified email at technion.ac.il
Kyle SwansonStanford UniversityVerified email at stanford.edu
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
Ziheng WangStanford UniversityVerified email at mit.edu
Nate KushmanResearch Scientist, DeepMindVerified email at kushman.org

Tao Lei

Google

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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	774	2016
Style Transfer from Non-parallel Text by Cross-alignment T Shen, T Lei, R Barzilay, T Jaakkola NeurIPS, 6830-6841, 2017	727	2017
Simple Recurrent Units for Highly Parallelizable Recurrence T Lei, Y Zhang, SI Wang, H Dai, Y Artzi EMNLP, 2018	429*	2018
Molding CNNs for Text: Non-linear, Non-consecutive Convolutions T Lei, R Barzilay, T Jaakkola EMNLP, 2015	160	2015
Deriving Neural Architectures from Sequence and Graph Kernels T Lei, W Jin, R Barzilay, T Jaakkola ICML, 2017	136	2017
Low-Rank Tensors for Scoring Dependency Structures T Lei, Y Xin, Y Zhang, R Barzilay, T Jaakkola ACL, 2014	125	2014
Structured Pruning of Large Language Models Z Wang, J Wohlwend, T Lei EMNLP, 2020	114	2020
Semi-supervised Question Retrieval with Gated Convolutions T Lei, H Joshi, R Barzilay, T Jaakkola, K Tymoshenko, A Moschitti, ... NAACL, 2016	100	2016
Learning High-level Planning from Text SRK Branavan, N Kushman, T Lei, R Barzilay ACL, 2012	78	2012
From Natural Language Specifications to Program Input Parsers T Lei, F Long, R Barzilay, M Rinard ACL, 1294-1303, 2013	72	2013
Adversarial Domain Adaptation for Duplicate Question Detection DJ Shah, T Lei, A Moschitti, S Romeo, P Nakov EMNLP, 2018	70	2018
Greed is Good if Randomized: New Inference for Dependency Parsing Y Zhang, T Lei, R Barzilay, T Jaakkola EMNLP, 1013-1024, 2014	57	2014
High-order Low-rank Tensors for Semantic Role Labeling T Lei, Y Zhang, L Màrquez, A Moschitti, R Barzilay NAACL, 2015	46	2015
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	46	2012
Maintaining quality of customer support messages JE Hackman, S Henry, AN Hampton, T Lei US Patent 10,489,792, 2019	42	2019
SLS at SemEval-2016 Task 3: Neural-based Approaches for Ranking in Community Question Answering M Mohtarami, Y Belinkov, WN Hsu, Y Zhang, T Lei, K Bar, S Cyphers, ... SemEval, 828-835, 2016	40	2016
Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment Y Belinkov, T Lei, R Barzilay, A Globerson TACL 2, 561-572, 2014	36	2014
Steps to Excellence: Simple Inference with Refined Scoring of Dependency Trees Y Zhang, T Lei, R Barzilay, T Jaakkola, A Globerson ACL, 2014	32	2014
A Pattern Tree-based Approach to Learning URL Normalization Rules T Lei, R Cai, JM Yang, Y Ke, X Fan, L Zhang WWW, 611-620, 2010	31	2010
When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute T Lei EMNLP, 2021	30	2021

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