Investment News:
Research Papers

Our researchers regularly publish their work in academic journals

Title

Authors

Conference / Journal

Research Areas

Date

Metric Learning for Low-Resource Dynamic Text Classification

Authors

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

Conference / Journal

EMNLP

Research Areas

Data Efficiency, Few-Shot Learning

Date

Nov, 2019

State-of-the-Art Speech Recognition Using Multi-Stream Self-Attention with Dilated 1D Convolutions

Authors

Kyu J. Han, Ramon Prieto, Tao Ma

Conference / Journal

ASRU

Research Areas

ASR

Date

Oct, 2019

Building a Production Retrieval Model for Goal-Oriented Dialogue

Authors

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

Conference / Journal

ACL

Research Areas

Text Matching

Date

Aug, 2019

Syntax-Infused Variational Autoencoder for Text Generation

Authors

Xinyuan Zhang, Yi Yang, Siyang Yuan, Dinghan Shen, Lawrence Carin

Conference / Journal

ACL

Research Areas

Generation

Date

Jul, 2019

Flambé: A Customizable Framework for Natural Language Processing Experiments

Authors

Jeremy Wohlwend, Nicholas Matthews, Ivan Itzcovich

Conference / Journal

ACL

Research Areas

ML/NLP Framework

Date

Jul, 2019

A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity Recognition

Authors

Chen-Tse Tsai, Ravneet Arora, Ketevan Tsereteli, Prabhanjan Kambadur, Yi Yang

Conference / Journal

ACL

Research Areas

Information Extraction (IE)

Date

Jul, 2019

Adversarial Domain Adaptation for Duplicate Question Detection

Authors

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

Conference / Journal

EMNLP

Research Areas

Data Efficiency

Date

Sep, 2018

Style Transfer from Non-Parallel Text by Cross-Alignment

Authors

Tianxiao Shen, Tao Lei, Regina Barzilay, Tommi Jaakkola

Conference / Journal

NeurIPS

Research Areas

Generation

Date

Nov, 2017

Simple Recurrent Units for highly Parallelizable Recurrence

Authors

Tao Lei, Yu Zhang, Sida Wang, Hui Dai, Yoav Artzi

Conference / Journal

EMNLP

Research Areas

Data Efficiency

Date

Sep, 2017

CUDA-on-CL: a compiler and runtime for running NVIDIA® CUDA™ C++ 11 applications on OpenCL™ 1.2 Devices

Authors

Hugh Perkins

Conference / Journal

IWOCL

Research Areas

Hardware and Architecture

Date

May, 2017

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