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ORCIDTao Lei 0001
Person information
- affiliation: ASAPP, Inc., New York, USA
- affiliation (PhD 2017): Massachusetts Institute of Technology, Cambridge, USA
Other persons with the same name
- Tao Lei — disambiguation page
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2020 – today
- 2022
[c24]Jing Pan, Tao Lei, Kwangyoun Kim, Kyu Jeong Han, Shinji Watanabe
:
SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition. ICASSP 2022: 7872-7876- 2021
- [c23]Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay:
Nutri-bullets: Summarizing Health Studies by Composing Segments. AAAI 2021: 13780-13788 - [c22]Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay:
Nutri-bullets Hybrid: Consensual Multi-document Summarization. NAACL-HLT 2021: 5213-5222 - [i16]Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay:
Nutri-bullets: Summarizing Health Studies by Composing Segments. CoRR abs/2103.11921 (2021) - [i15]Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay:
Nutribullets Hybrid: Multi-document Health Summarization. CoRR abs/2104.03465 (2021) - [i14]Jing Pan, Tao Lei, Kwangyoun Kim, Kyu Jeong Han, Shinji Watanabe:
SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition. CoRR abs/2110.05571 (2021) - 2020
- [c21]Lili Yu, Howard Chen, Sida I. Wang, Tao Lei, Yoav Artzi:
Interactive Classification by Asking Informative Questions. ACL 2020: 2664-2680 - [c20]Kyle Swanson, Lili Yu, Tao Lei:
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport. ACL 2020: 5609-5626 - [c19]Alexander Lin, Jeremy Wohlwend, Howard Chen, Tao Lei:
Autoregressive Knowledge Distillation through Imitation Learning. EMNLP (1) 2020: 6121-6133 - [c18]Ziheng Wang, Jeremy Wohlwend, Tao Lei:
Structured Pruning of Large Language Models. EMNLP (1) 2020: 6151-6162 - [c17]Jing Pan, Joshua Shapiro, Jeremy Wohlwend, Kyu Jeong Han, Tao Lei, Tao Ma:
ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition. INTERSPEECH 2020: 16-20 - [i13]Jing Pan, Joshua Shapiro, Jeremy Wohlwend, Kyu Jeong Han, Tao Lei, Tao Ma:
ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition. CoRR abs/2005.10469 (2020) - [i12]Kyle Swanson, Lili Yu, Tao Lei:
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport. CoRR abs/2005.13111 (2020) - [i11]Alexander Lin, Jeremy Wohlwend, Howard Chen, Tao Lei:
Autoregressive Knowledge Distillation through Imitation Learning. CoRR abs/2009.07253 (2020)
2010 – 2019
- 2019
- [c16]Jeremy Wohlwend, Ethan R. Elenberg, Sam Altschul, Shawn Henry, Tao Lei:
Metric Learning for Dynamic Text Classification. DeepLo@EMNLP-IJCNLP 2019: 143-152 - [i10]Kyle Swanson, Lili Yu, Christopher Fox, Jeremy Wohlwend, Tao Lei:
Building a Production Model for Retrieval-Based Chatbots. CoRR abs/1906.03209 (2019) - [i9]Ziheng Wang, Jeremy Wohlwend, Tao Lei:
Structured Pruning of Large Language Models. CoRR abs/1910.04732 (2019) - [i8]Jeremy Wohlwend, Ethan R. Elenberg, Samuel Altschul, Shawn Henry, Tao Lei:
Metric Learning for Dynamic Text Classification. CoRR abs/1911.01026 (2019) - [i7]Lili Yu, Howard Chen, Sida Wang, Yoav Artzi, Tao Lei:
Interactive Classification by Asking Informative Questions. CoRR abs/1911.03598 (2019) - 2018
- [c15]Darsh J. Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov:
Adversarial Domain Adaptation for Duplicate Question Detection. EMNLP 2018: 1056-1063 - [c14]Tao Lei, Yu Zhang, Sida I. Wang, Hui Dai, Yoav Artzi:
Simple Recurrent Units for Highly Parallelizable Recurrence. EMNLP 2018: 4470-4481 - [i6]Darsh J. Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov:
Adversarial Domain Adaptation for Duplicate Question Detection. CoRR abs/1809.02255 (2018) - 2017
- [b1]Tao Lei:
Interpretable neural models for natural language processing. Massachusetts Institute of Technology, Cambridge, USA, 2017 - [c13]Tao Lei, Wengong Jin, Regina Barzilay, Tommi S. Jaakkola:
Deriving Neural Architectures from Sequence and Graph Kernels. ICML 2017: 2024-2033 - [c12]Tianxiao Shen, Tao Lei, Regina Barzilay, Tommi S. Jaakkola:
Style Transfer from Non-Parallel Text by Cross-Alignment. NIPS 2017: 6830-6841 - [i5]Tao Lei, Wengong Jin, Regina Barzilay, Tommi S. Jaakkola:
Deriving Neural Architectures from Sequence and Graph Kernels. CoRR abs/1705.09037 (2017) - [i4]Tianxiao Shen, Tao Lei, Regina Barzilay, Tommi S. Jaakkola:
Style Transfer from Non-Parallel Text by Cross-Alignment. CoRR abs/1705.09655 (2017) - 2016
- [c11]Tao Lei, Regina Barzilay, Tommi S. Jaakkola:
Rationalizing Neural Predictions. EMNLP 2016: 107-117 - [c10]Youyang Gu, Tao Lei, Regina Barzilay, Tommi S. Jaakkola:
Learning to refine text based recommendations. EMNLP 2016: 2103-2108 - [c9]Tianxiao Shen, Tao Lei, Regina Barzilay:
Making Dependency Labeling Simple, Fast and Accurate. HLT-NAACL 2016: 1089-1094 - [c8]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: 1279-1289 - [i3]Tao Lei, Regina Barzilay, Tommi S. Jaakkola:
Rationalizing Neural Predictions. CoRR abs/1606.04155 (2016) - 2015
- [j2]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: 101 (2015) - [c7]Tao Lei, Regina Barzilay, Tommi S. Jaakkola:
Molding CNNs for text: non-linear, non-consecutive convolutions. EMNLP 2015: 1565-1575 - [c6]Tao Lei, Yuan Zhang, Lluís Màrquez i Villodre, Alessandro Moschitti, Regina Barzilay:
High-Order Low-Rank Tensors for Semantic Role Labeling. HLT-NAACL 2015: 1150-1160 - [i2]Tao Lei, Regina Barzilay, Tommi S. Jaakkola:
Molding CNNs for text: non-linear, non-consecutive convolutions. CoRR abs/1508.04112 (2015) - [i1]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 abs/1512.05726 (2015) - 2014
- [j1]Yonatan Belinkov, Tao Lei, Regina Barzilay, Amir Globerson:
Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment. Trans. Assoc. Comput. Linguistics 2: 561-572 (2014) - [c5]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: 197-207 - [c4]Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, Tommi S. Jaakkola:
Low-Rank Tensors for Scoring Dependency Structures. ACL (1) 2014: 1381-1391 - [c3]Yuan Zhang, Tao Lei, Regina Barzilay, Tommi S. Jaakkola:
Greed is Good if Randomized: New Inference for Dependency Parsing. EMNLP 2014: 1013-1024 - 2013
- [c2]Tao Lei, Fan Long, Regina Barzilay, Martin C. Rinard:
From Natural Language Specifications to Program Input Parsers. ACL (1) 2013: 1294-1303 - 2012
- [c1]S. R. K. Branavan, Nate Kushman, Tao Lei, Regina Barzilay:
Learning High-Level Planning from Text. ACL (1) 2012: 126-135
Coauthor Index
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