Research Papers

title
authors
conference
/ journal
research areas
date
Fast and Accurate Factual Inconsistency Detection Over Long Documents
AUTHORS

Barrett Martin Lattimer

Patrick Chen

Xinyuan Zhang

Yi Yang

conference/journal
EMNLP 2023
RESEARCH AREAS

Hallucination Detection

Dialogue Evaluation

Language Models

Date
Dec 2023
Domain Private Transformers for Multi-Domain Dialog Systems
AUTHORS

Anmol Kabra
Ethan Elenberg

conference/journal
Findings of EMNLP 2023
RESEARCH AREAS

Language Models
Privacy
Safety

Date
Dec 2023
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks
AUTHORS

Yifan Peng
Kwangyoun Kim
Felix Wu
Brian Yan
Siddhant Arora
William Chen
Jiyang Tang
Suwon Shon
Prashant Sridhar
Shinji Watanabe

conference/journal
Interspeech 2023
RESEARCH AREAS

ASR
SLU

Date
Aug 2023
On the Effectiveness of Offline RL for Dialogue Response Generation
AUTHORS

Paloma Sodhi
Felix Wu
Ethan Elenberg
‍Kilian Weinberger
Ryan Mcdonald

conference/journal
ICML 2023
RESEARCH AREAS

Language Models
Reinforcement Learning
Task Oriented Dialogue

Date
Jul 2023
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks
AUTHORS

Suwon Shon
Siddhant Arora
Chyi Jiunn Lin
Ankita Pasad
Felix Wu
Roshan Sharma
Wei Lun Wu
Hung Yi Lee
Karen Livescu
Shinji Watanabe

conference/journal
ACL 2023
RESEARCH AREAS

ASR
Benchmark
SLU

Date
Jul 2023
Structured Pruning of Self-Supervised Pre-TrAIned Models for Speech Recognition and Understanding
AUTHORS

Yifan Peng
Kwangyoun Kim
Felix Wu
Prashant Sridhar
Shinji Watanabe

conference/journal
ICASSP 2023
RESEARCH AREAS

ASR
Model Compression
SLU

Date
Jun 2023
Context-Aware Fine-Tuning of Self-Supervised Speech Models
AUTHORS

Suwon Shon
Felix Wu
Kwangyoun Kim
Prashant Sridhar
Karen Livescu
Shinji Watanabe

conference/journal
ICASSP 2023
RESEARCH AREAS

ASR
Sentiment Analysis
SLU

Date
Jun 2023
Wav2Seq: Pre-Training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages
AUTHORS

Felix Wu
Kwangyoun Kim
Shinji Watanabe
Alane Suhr
Ryan Mcdonald
Kilian Weinberger
Yoav Artzi

conference/journal
ICASSP 2023
RESEARCH AREAS

ASR
Pre-training
Speech To Text

Date
Jun 2023
E-Branchformer: Branchformer with Enhanced merging for speech recognition
AUTHORS

Kwangyoun Kim
Felix Wu
Yifan Peng
Jing Pan
Prashant Sridhar
Kyu Han
Shinji Watanabe

conference/journal
SLT 2022
RESEARCH AREAS

ASR
Benchmark

Date
Sep 2022
Long-term Control for Dialogue Generation: Methods and Evaluation
AUTHORS

Ramya Ramakrishnan
Hashan Narangodage
Mauro Schilman
Kilian Weinberger
Ryan Mcdonald

conference/journal
NAACL 2022
RESEARCH AREAS
Date
Jul 2022
No items found.
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