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Channel-Temporal Attention for First-Person Video Domain Adaptation


Aug 19, 2021
Xianyuan Liu, Shuo Zhou, Tao Lei, Haiping Lu


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Team PyKale (xy9) Submission to the EPIC-Kitchens 2021 Unsupervised Domain Adaptation Challenge for Action Recognition


Jun 22, 2021
Xianyuan Liu, Raivo Koot, Shuo Zhou, Tao Lei, Haiping Lu


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Nutribullets Hybrid: Multi-document Health Summarization


Apr 08, 2021
Darsh J Shah, Lili Yu, Tao Lei, Regina Barzilay

* NAACL 2021 Camera Ready 

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Nutri-bullets: Summarizing Health Studies by Composing Segments


Mar 22, 2021
Darsh J Shah, Lili Yu, Tao Lei, Regina Barzilay

* AAAI 2021 Camera Ready 
* 12 pages 

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When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute


Feb 24, 2021
Tao Lei


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Medical Image Segmentation Using Deep Learning: A Survey


Sep 28, 2020
Tao Lei, Risheng Wang, Yong Wan, Xiaogang Du, Hongying Meng, Asoke K. Nandi


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Autoregressive Knowledge Distillation through Imitation Learning


Sep 15, 2020
Alexander Lin, Jeremy Wohlwend, Howard Chen, Tao Lei


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Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport


May 27, 2020
Kyle Swanson, Lili Yu, Tao Lei

* To appear at ACL 2020 

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


May 21, 2020
Jing Pan, Joshua Shapiro, Jeremy Wohlwend, Kyu J. Han, Tao Lei, Tao Ma

* Submitted to Interspeech 2020 

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Interactive Classification by Asking Informative Questions


Nov 09, 2019
Lili Yu, Howard Chen, Sida Wang, Yoav Artzi, Tao Lei


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Metric Learning for Dynamic Text Classification


Nov 04, 2019
Jeremy Wohlwend, Ethan R. Elenberg, Samuel Altschul, Shawn Henry, Tao Lei


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Structured Pruning of Large Language Models


Oct 10, 2019
Ziheng Wang, Jeremy Wohlwend, Tao Lei


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Building a Production Model for Retrieval-Based Chatbots


Jun 07, 2019
Kyle Swanson, Lili Yu, Christopher Fox, Jeremy Wohlwend, Tao Lei


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Adaptive Morphological Reconstruction for Seeded Image Segmentation


Apr 08, 2019
Tao Lei, Xiaohong Jia, Tongliang Liu, Shigang Liu, Hongying Meng, Asoke K. Nandi


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Simple Recurrent Units for Highly Parallelizable Recurrence


Sep 07, 2018
Tao Lei, Yu Zhang, Sida I. Wang, Hui Dai, Yoav Artzi

* EMNLP 

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Adversarial Domain Adaptation for Duplicate Question Detection


Sep 07, 2018
Darsh J Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov

* EMNLP 2018 short paper - camera ready. 8 pages 

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Style Transfer from Non-Parallel Text by Cross-Alignment


Nov 06, 2017
Tianxiao Shen, Tao Lei, Regina Barzilay, Tommi Jaakkola

* NIPS 2017 camera-ready. Added human evaluation on sentiment transfer 

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Deriving Neural Architectures from Sequence and Graph Kernels


Oct 30, 2017
Tao Lei, Wengong Jin, Regina Barzilay, Tommi Jaakkola

* extended version of ICML 2017 camera ready 

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Rationalizing Neural Predictions


Nov 02, 2016
Tao Lei, Regina Barzilay, Tommi Jaakkola

* EMNLP 2016 

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Semi-supervised Question Retrieval with Gated Convolutions


Apr 04, 2016
Tao Lei, Hrishikesh Joshi, Regina Barzilay, Tommi Jaakkola, Katerina Tymoshenko, Alessandro Moschitti, Lluis Marquez

* NAACL 2016 

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


Aug 18, 2015
Tao Lei, Regina Barzilay, Tommi Jaakkola


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