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Research papers

Title
Authors
Conference
/ Journal
Research areas
Date
Knowledge Base Completion for Constructing Problem-Oriented Medical Records
AUTHORS

James Mullenbach
Jordan Swartz
T Greg Mckelvey
Hui Dai
David Sontag

conference/journal
MLHC
RESEARCH AREAS

Information Extraction IE

Date
Apr 2020
BERTScore: Evaluating Text Generation with BERT
AUTHORS

Tianyi Zhang
Varsha Kishore
Felix Wu
Kilian Weinberger
Yoav Artzi

conference/journal
ICLR
RESEARCH AREAS

Generation

Date
Feb 2020
Metric Learning for Low-Resource Dynamic Text Classification
AUTHORS

Jeremy Wohlwend
Ethan Elenberg
Sam Altschul
Shawn Henry
Tao Lei

conference/journal
EMNLP
RESEARCH AREAS

Data Efficiency
Few Shot Learning

Date
Nov 2019
Building a Production Retrieval Model for Goal-Oriented Dialogue
AUTHORS

Kyle Swanson
Lili Yu
Chris Fox
Jeremy Wohlwend
Tao Lei

conference/journal
ACL
RESEARCH AREAS

Text Matching

Date
Aug 2019
State-of-the-Art Speech Recognition Using Multi-Stream Self-Attention with Dilated 1D Convolutions
AUTHORS

Kyu Han
Ramon Prieto
Tao Ma

conference/journal
ACL
RESEARCH AREAS

Text Matching

Date
Aug 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
Flambé: A Customizable Framework for Natural Language Processing Experiments
AUTHORS

Jeremy Wohlwend
Nicholas Matthews
Ivan Itzcovich

conference/journal
ACL
RESEARCH AREAS

MN/NLP Framework

Date
Jul 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
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
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