Tao Lei

Other

ASAPP Inc

Show Academic Trajectory

Ego Network

D-Core

Research Interests

Author Statistics

Experience

Education

Bio

I am a graduate student at MIT and a member of NLP group at CSAIL.
My research advisor is Prof. Regina Barzilay.

Papers30 papers

Sort

By YearBy Citation

Autoregressive Knowledge Distillation through Imitation Learning

Alexander Lin, Jeremy Wohlwend,Howard Chen,Tao Lei

empirical methods in natural language processing, pp.6121-6133, (2020)

Bibtex

ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition

Pan Jing, Shapiro Joshua, Wohlwend Jeremy, Han Kyu J.,Lei Tao, Ma Tao

INTERSPEECH, pp.16-20, (2020)

EIBibtex

Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport

Kyle Swanson,Lili Yu,Tao Lei

ACL, pp.5609-5626, (2020)

Cited by1EIBibtex

Interactive Classification by Asking Informative Questions

Lili Yu,Howard Chen, Sida I. Wang,Tao Lei,Yoav Artzi

ACL, pp.2664-2680, (2020)

EIBibtex

Interactive Classification by Asking Informative Questions

Yu Lili,Chen Howard,Wang Sida,Artzi Yoav,Lei Tao

arxiv, (2020)

Bibtex

Structured Pruning of Large Language Models

Wang Ziheng, Wohlwend Jeremy,Lei Tao

empirical methods in natural language processing, pp.6151-6162, (2019)

Cited by6Bibtex

Metric Learning for Dynamic Text Classification

Jeremy Wohlwend, Ethan R. Elenberg, Sam Altschul, Shawn Henry,Tao Lei

DeepLo@EMNLP-IJCNLP, pp.143-152, (2019)

EIBibtex

Building a Production Model for Retrieval-Based Chatbots

Kyle Swanson,Lili Yu, Christopher Fox, Jeremy Wohlwend,Tao Lei

CoRR, (2019)

EIBibtex

Adversarial Domain Adaptation for Duplicate Question Detection

Darsh J. Shah,Tao Lei,Alessandro Moschitti,Salvatore Romeo,Preslav Nakov

EMNLP, (2018): 1056-1063

Cited by22EIBibtex

Simple Recurrent Units for Highly Parallelizable Recurrence

Tao Lei,Yu Zhang,Sida I. Wang, Hui Dai,Yoav Artzi

EMNLP, pp.4470-4481, (2018)

Cited by78EIBibtex

Training RNNs as Fast as CNNs

Tao Lei,Yu Zhang

empirical methods in natural language processing, (2018)

Cited by29EIBibtex

Deriving Neural Architectures from Sequence and Graph Kernels

Tao Lei,Wengong Jin,Regina Barzilay,Tommi S. Jaakkola

ICML, (2017): 2024-2033

Cited by75EIBibtex

Interpretable neural models for natural language processing

Tao Lei

(2017)

Cited by6Bibtex

Style Transfer from Non-Parallel Text by Cross-Alignment

Tianxiao Shen,Tao Lei,Regina Barzilay,Tommi S. Jaakkola

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017), (2017): 6830-6841

Cited by292EIBibtex

Learning to refine text based recommendations

Youyang Gu,Tao Lei,Regina Barzilay,Tommi S. Jaakkola

EMNLP, pp.2103-2108, (2016)

Cited by7EIBibtex

Semi-supervised Question Retrieval with Gated Convolutions

Tao Lei, Hrishikesh Joshi,Regina Barzilay,Tommi S. Jaakkola,Kateryna Tymoshenko,Alessandro Moschitti,Lluís Màrquez

HLT-NAACL, pp.1279-1289, (2016)

Cited by64EIBibtex

Making Dependency Labeling Simple, Fast and Accurate

Tianxiao Shen,Tao Lei,Regina Barzilay

HLT-NAACL, pp.1089-1094, (2016)

EIBibtex

Rationalizing Neural Predictions

Tao Lei,Regina Barzilay,Tommi S. Jaakkola

EMNLP, (2016): 107-117

Cited by329EIBibtex

SLS at SemEval-2016 Task 3: Neural-based Approaches for Ranking in Community Question Answering

Mitra Mohtarami,Yonatan Belinkov,Wei-Ning Hsu,Yu Zhang,Tao Lei,Kfir Bar,Scott Cyphers, Jim Glass

SemEval@NAACL-HLT, pp.828-835, (2016)

Cited by23EIBibtex

High-Order Low-Rank Tensors for Semantic Role Labeling

Tao Lei,Yuan Zhang,Lluís Màrquez i Villodre,Alessandro Moschitti,Regina Barzilay

HLT-NAACL, pp.1150-1160, (2015)

EIBibtex

View All

Base Info Papers Patents Projects