Tao Lei

According to our database, Tao Lei authored at least 29 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition.

Jing Pan, Tao Lei, Kwangyoun Kim, Kyu Jeong Han, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Nutribullets Hybrid: Multi-document Health Summarization.

Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay

CoRR, 2021

Nutri-bullets Hybrid: Consensual Multi-document Summarization.

Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Nutri-bullets: Summarizing Health Studies by Composing Segments.

Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

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

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

Proceedings of the Interspeech 2020, 2020

Structured Pruning of Large Language Models.

Ziheng Wang, Jeremy Wohlwend, Tao Lei

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Autoregressive Knowledge Distillation through Imitation Learning.

Alexander Lin, Jeremy Wohlwend, Howard Chen, Tao Lei

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Interactive Classification by Asking Informative Questions.

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

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport.

Kyle Swanson, Lili Yu, Tao Lei

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Building a Production Model for Retrieval-Based Chatbots.

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

CoRR, 2019

Metric Learning for Dynamic Text Classification.

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

Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP, 2019

2018

Adversarial Domain Adaptation for Duplicate Question Detection.

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

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Interpretable neural models for natural language processing.

Tao Lei

PhD thesis, 2017

Style Transfer from Non-Parallel Text by Cross-Alignment.

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

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Deriving Neural Architectures from Sequence and Graph Kernels.

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

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Making Dependency Labeling Simple, Fast and Accurate.

Tianxiao Shen, Tao Lei, Regina Barzilay

Proceedings of the NAACL HLT 2016, 2016

Semi-supervised Question Retrieval with Gated Convolutions.

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

Proceedings of the NAACL HLT 2016, 2016

Rationalizing Neural Predictions.

Tao Lei, Regina Barzilay, Tommi S. Jaakkola

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Learning to refine text based recommendations.

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

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

2015

Erratum: "Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment".

Yonatan Belinkov, Tao Lei, Regina Barzilay, Amir Globerson

Trans. Assoc. Comput. Linguistics, 2015

Denoising Bodies to Titles: Retrieving Similar Questions with Recurrent Convolutional Models.

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

CoRR, 2015

High-Order Low-Rank Tensors for Semantic Role Labeling.

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

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Molding CNNs for text: non-linear, non-consecutive convolutions.

Tao Lei, Regina Barzilay, Tommi S. Jaakkola

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014

Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment.

Yonatan Belinkov, Tao Lei, Regina Barzilay, Amir Globerson

Trans. Assoc. Comput. Linguistics, 2014

Greed is Good if Randomized: New Inference for Dependency Parsing.

Yuan Zhang, Tao Lei, Regina Barzilay, Tommi S. Jaakkola

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Steps to Excellence: Simple Inference with Refined Scoring of Dependency Trees.

Yuan Zhang, Tao Lei, Regina Barzilay, Tommi S. Jaakkola, Amir Globerson

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Low-Rank Tensors for Scoring Dependency Structures.

Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, Tommi S. Jaakkola

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

From Natural Language Specifications to Program Input Parsers.

Tao Lei, Fan Long, Regina Barzilay, Martin C. Rinard

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Learning High-Level Planning from Text.

S. R. K. Branavan, Nate Kushman, Tao Lei, Regina Barzilay

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012