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Research papers

Title
Authors
Conference
/ Journal
Research areas
Date
Semantic Matching for Sequence-to-Sequence Learning
AUTHORS

Ruiyi Zhang
Changyou Chen
Xinyuan Zhang
Ke Bai
Lawrence Carin

conference/journal
EMNLP
RESEARCH AREAS

Text Matching

Date
Nov 2020
Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning
AUTHORS

Yi Yang
Arzoo Katiyar

conference/journal
EMNLP
RESEARCH AREAS

Data Efficiency
Few Shot Learning

Date
Oct 2020
Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes
AUTHORS

Xinyuan Zhang
Ruiyi Zhang
Manzil Zaheer
Amr Ahmed

conference/journal
AAAI
RESEARCH AREAS

Summarization

Date
Sep 2020
Importance Weighted Generative Networks
AUTHORS

Maurice Diesendruck
Ethan Elenberg
Rajat Sen
Guy W Cole
Sanjay Shakkottai
Sinead A Williamson

conference/journal
ECML PKDD
RESEARCH AREAS

Generation

Date
Sep 2020
Dialog Intent Induction with Deep Multi-View Clustering
AUTHORS

Hugh Perkins
Yi Yang

conference/journal
EMNLP
RESEARCH AREAS

Data Efficiency
Dialogue System

Date
Sep 2020
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning
AUTHORS

Julian Eisenschlos
Sebastian Ruder
Piotr Czapla
Marcin Kardas
Sylvain Gugger
Jeremy Wohlwend

conference/journal
EMNLP
RESEARCH AREAS

Data Efficiency

Date
Jun 2020
ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition
AUTHORS

Jing Pan
Joshua Shapiro
Jeremy Wohlwend
Kyu Han

conference/journal
Interspeech
RESEARCH AREAS

ASR

Date
May 2020
Touchdown: Natural Language Navigation and Spatial Reasoning in Visual Street Environments
AUTHORS

Howard Chen
Alane Suhr
Dipendra Misra
Noah Snavly
Yoav Artzi

conference/journal
Interspeech
RESEARCH AREAS

ASR

Date
May 2020
Interactive Classification by Asking Informative Questions
AUTHORS

Lili Yu
Howard Chen
Tao Lei
Yoav Artzi
Sida Wang

conference/journal
ACL
RESEARCH AREAS

Task Oriented Dialogue

Date
May 2020
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport
AUTHORS

Kyle Swanson
Lili Yu
Tao Lei

conference/journal
ACL
RESEARCH AREAS

Explainable AI

Date
May 2020
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