Tao Lei

发表

Dual-modal Physiological Feature Fusion-based Sleep Recognition Using CFS and RF Algorithm

Bingtao Zhang, Xiao-Peng Wang, Yu Shen, 2019, International Journal of Automation and Computing.

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

Alessandro Moschitti, Regina Barzilay, Tommi S. Jaakkola, 2015, ArXiv.

Autoregressive Knowledge Distillation through Imitation Learning pdf

Tao Lei, Jeremy Wohlwend, Howard Chen, 2020, EMNLP.

Making Dependency Labeling Simple, Fast and Accurate

Regina Barzilay, Tianxiao Shen, Tao Lei, 2016, HLT-NAACL.

Semi-supervised Question Retrieval with Gated Convolutions

Alessandro Moschitti, Regina Barzilay, Tommi S. Jaakkola, 2015, NAACL.

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

Regina Barzilay, Tommi S. Jaakkola, Tao Lei, 2015, EMNLP.

Research of Avoid the Selfish Behavior in Mobile Ad Hoc Networks Based on Repeated Game

Tao Lei, Ming-Sen Xiang, Ming-Sen Xiang, 2012, 2012 Fourth International Conference on Multimedia Information Networking and Security.

Rationalizing Neural Predictions

Regina Barzilay, Tommi S. Jaakkola, Tao Lei, 2016, EMNLP.

A study on Curriculum System Optimizing of Information Management and Its Posterior Construction

Tao Lei, 2010 .

Style Transfer from Non-Parallel Text by Cross-Alignment

Regina Barzilay, Tommi S. Jaakkola, Tianxiao Shen, 2017, NIPS.

From Natural Language Specifications to Program Input Parsers

Regina Barzilay, Fan Long, Martin C. Rinard, 2013, ACL.

Low-Rank Tensors for Scoring Dependency Structures

Regina Barzilay, Tommi S. Jaakkola, Yu Xin, 2014, ACL.

Interpretable neural models for natural language processing

Tao Lei, 2017 .

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

Regina Barzilay, Tommi S. Jaakkola, Amir Globerson, 2014, ACL.

Deriving Neural Architectures from Sequence and Graph Kernels pdf

Regina Barzilay, Tommi S. Jaakkola, Wengong Jin, 2017, ICML.

The Comparative Study of Imaging Features of Renal Cell Carcinoma Associated with Xp11.2/TFE3 Gene Fusions and Pathological Results

Tao Lei, Liu Li, Cui Wenjing, 2016 .

Greed is Good if Randomized: New Inference for Dependency Parsing

Regina Barzilay, Tommi S. Jaakkola, Tao Lei, 2014, EMNLP.

Learning High-Level Planning from Text

Regina Barzilay, S. R. K. Branavan, Nate Kushman, 2012, ACL.

Learning to refine text based recommendations

Regina Barzilay, Tommi S. Jaakkola, Tao Lei, 2016, EMNLP.

A novel CNN-based method for Question Classification in Intelligent Question Answering

Feng Zhu, Lei Yang, Tao Lei, 2018, ACAI.

Adversarial Domain Adaptation for Duplicate Question Detection

Preslav Nakov, Alessandro Moschitti, Salvatore Romeo, 2018, EMNLP.

Interactive Classification by Asking Informative Questions

Yoav Artzi, Howard Chen, Lili Yu, 2020, ACL.

High-Order Low-Rank Tensors for Semantic Role Labeling

Alessandro Moschitti, Regina Barzilay, Lluís Màrquez i Villodre, 2015, HLT-NAACL.

Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment

Yonatan Belinkov, Regina Barzilay, Amir Globerson, 2014, Transactions of the Association for Computational Linguistics.

Medical Image Segmentation Using Deep Learning: A Survey pdf

Asoke K. Nandi, Hongying Meng, Tao Lei, 2020, IET Image Process..

Building a Production Model for Retrieval-Based Chatbots pdf

Lili Yu, Tao Lei, Jeremy Wohlwend, 2019, Proceedings of the First Workshop on NLP for Conversational AI.

An improvement to linear regression classification for face recognition

Jun Li, Shigang Liu, Tao Lei, 2018, Int. J. Mach. Learn. Cybern..

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

Kyu J. Han, Shinji Watanabe, Tao Lei, 2021, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Nutri-bullets Hybrid: Consensual Multi-document Summarization

Regina Barzilay, Lili Yu, Tao Lei, 2021, NAACL.

Nutri-bullets: Summarizing Health Studies by Composing Segments

Regina Barzilay, Lili Yu, Tao Lei, 2021, AAAI.

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

Tao Lei, Tao Lei, 2021, EMNLP.

Nutribullets Hybrid: Multi-document Health Summarization pdf

Regina Barzilay, Lili Yu, Tao Lei, 2021, ArXiv.

Structured Pruning of Large Language Models

Ziheng Wang, Tao Lei, Jeremy Wohlwend, 2020, EMNLP.