Tao Lei

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 35

Top Venues

CoRR

EMNLP

ACL (1)

HLT-NAACL

Massachusetts Institute of Technology, Cambridge, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, USA

PHD

Publications

Jing Pan, Tao Lei, Kwangyoun Kim, Kyu J. Han, Shinji Watanabe
SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition. ICASSP (2022)
Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay
Nutri-bullets: Summarizing Health Studies by Composing Segments. CoRR (2021)
Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay
Nutri-bullets: Summarizing Health Studies by Composing Segments. AAAI (2021)
Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay
Nutribullets Hybrid: Multi-document Health Summarization. CoRR (2021)
Jing Pan, Tao Lei, Kwangyoun Kim, Kyu J. Han, Shinji Watanabe
SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition. CoRR (2021)
Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay
Nutri-bullets Hybrid: Consensual Multi-document Summarization. NAACL-HLT (2021)
Kyle Swanson, Lili Yu, Tao Lei
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport. ACL (2020)
Jing Pan, Joshua Shapiro, Jeremy Wohlwend, Kyu J. Han, Tao Lei, Tao Ma
ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition. INTERSPEECH (2020)
Jing Pan, Joshua Shapiro, Jeremy Wohlwend, Kyu J. Han, Tao Lei, Tao Ma
ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition. CoRR (2020)
Ziheng Wang, Jeremy Wohlwend, Tao Lei
Structured Pruning of Large Language Models. EMNLP (1) (2020)
Alexander Lin, Jeremy Wohlwend, Howard Chen, Tao Lei
Autoregressive Knowledge Distillation through Imitation Learning. CoRR (2020)
Alexander Lin, Jeremy Wohlwend, Howard Chen, Tao Lei
Autoregressive Knowledge Distillation through Imitation Learning. EMNLP (1) (2020)
Kyle Swanson, Lili Yu, Tao Lei
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport. CoRR (2020)
Lili Yu, Howard Chen, Sida I. Wang, Tao Lei, Yoav Artzi
Interactive Classification by Asking Informative Questions. ACL (2020)
Jeremy Wohlwend, Ethan R. Elenberg, Samuel Altschul, Shawn Henry, Tao Lei
Metric Learning for Dynamic Text Classification. CoRR (2019)
Lili Yu, Howard Chen, Sida I. Wang, Yoav Artzi, Tao Lei
Interactive Classification by Asking Informative Questions. CoRR (2019)
Kyle Swanson, Lili Yu, Christopher Fox, Jeremy Wohlwend, Tao Lei
Building a Production Model for Retrieval-Based Chatbots. CoRR (2019)
Jeremy Wohlwend, Ethan R. Elenberg, Sam Altschul, Shawn Henry, Tao Lei
Metric Learning for Dynamic Text Classification. DeepLo@EMNLP-IJCNLP (2019)
Ziheng Wang, Jeremy Wohlwend, Tao Lei
Structured Pruning of Large Language Models. CoRR (2019)
Darsh J. Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov
Adversarial Domain Adaptation for Duplicate Question Detection. CoRR (2018)
Darsh J. Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov
Adversarial Domain Adaptation for Duplicate Question Detection. EMNLP (2018)
Tianxiao Shen, Tao Lei, Regina Barzilay, Tommi S. Jaakkola
Style Transfer from Non-Parallel Text by Cross-Alignment. CoRR (2017)
Tianxiao Shen, Tao Lei, Regina Barzilay, Tommi S. Jaakkola
Style Transfer from Non-Parallel Text by Cross-Alignment. NIPS (2017)
Tao Lei, Wengong Jin, Regina Barzilay, Tommi S. Jaakkola
Deriving Neural Architectures from Sequence and Graph Kernels. ICML (2017)
Tao Lei, Wengong Jin, Regina Barzilay, Tommi S. Jaakkola
Deriving Neural Architectures from Sequence and Graph Kernels. CoRR (2017)
Tao Lei, Regina Barzilay, Tommi S. Jaakkola
Rationalizing Neural Predictions. CoRR (2016)
Tao Lei, Regina Barzilay, Tommi S. Jaakkola
Rationalizing Neural Predictions. EMNLP (2016)
Youyang Gu, Tao Lei, Regina Barzilay, Tommi S. Jaakkola
Learning to refine text based recommendations. EMNLP (2016)
Tao Lei, Hrishikesh Joshi, Regina Barzilay, Tommi S. Jaakkola, Kateryna Tymoshenko, Alessandro Moschitti, Lluís Màrquez
Semi-supervised Question Retrieval with Gated Convolutions. HLT-NAACL (2016)
Tianxiao Shen, Tao Lei, Regina Barzilay
Making Dependency Labeling Simple, Fast and Accurate. HLT-NAACL (2016)
Tao Lei, Hrishikesh Joshi, Regina Barzilay, Tommi S. Jaakkola, Kateryna Tymoshenko, Alessandro Moschitti, Lluís Màrquez i Villodre
Denoising Bodies to Titles: Retrieving Similar Questions with Recurrent Convolutional Models. CoRR (2015)
Tao Lei, Regina Barzilay, Tommi S. Jaakkola
Molding CNNs for text: non-linear, non-consecutive convolutions. EMNLP (2015)
Tao Lei, Regina Barzilay, Tommi S. Jaakkola
Molding CNNs for text: non-linear, non-consecutive convolutions. CoRR (2015)
Tao Lei, Yuan Zhang, Lluís Màrquez i Villodre, Alessandro Moschitti, Regina Barzilay
High-Order Low-Rank Tensors for Semantic Role Labeling. HLT-NAACL (2015)
Yonatan Belinkov, Tao Lei, Regina Barzilay, Amir Globerson
Erratum: "Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment". Trans. Assoc. Comput. Linguistics 3 (2015)
Yuan Zhang, Tao Lei, Regina Barzilay, Tommi S. Jaakkola
Greed is Good if Randomized: New Inference for Dependency Parsing. EMNLP (2014)
Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, Tommi S. Jaakkola
Low-Rank Tensors for Scoring Dependency Structures. ACL (1) (2014)
Yuan Zhang, Tao Lei, Regina Barzilay, Tommi S. Jaakkola, Amir Globerson
Steps to Excellence: Simple Inference with Refined Scoring of Dependency Trees. ACL (1) (2014)
Yonatan Belinkov, Tao Lei, Regina Barzilay, Amir Globerson
Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment. Trans. Assoc. Comput. Linguistics 2 (2014)
Tao Lei, Fan Long, Regina Barzilay, Martin C. Rinard
From Natural Language Specifications to Program Input Parsers. ACL (1) (2013)
S. R. K. Branavan, Nate Kushman, Tao Lei, Regina Barzilay
Learning High-Level Planning from Text. ACL (1) (2012)

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Publication Activity (10 Years)

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Tao Lei