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Research papers

Title
Authors
Conference
/ Journal
Research areas
Date
Multi-mode Transformer Transducer with Stochastic Future Context
AUTHORS
conference/journal
Interspeech 2021
RESEARCH AREAS

ASR

Date
Jun 2021
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes
AUTHORS
conference/journal
ACL-IJCNLP 2021
RESEARCH AREAS

Benchmark
Data Sets
NLP

Date
Jun 2021
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems
AUTHORS

Derek Chen
Howard Chen
Yi Yang
Alex Lin
Zhou Yu

conference/journal
NAACL
RESEARCH AREAS

Benchmark
Data Sets
Task Oriented Dialogue

Date
Apr 2021
Multistream CNN for Robust Acoustic Modeling
AUTHORS
conference/journal
ICASSP 2021
RESEARCH AREAS

ASR

Date
Apr 2021
Revisiting Few-sample BERT Fine-tuning
AUTHORS

Tianyi Zhang
Felix Wu
Arzoo Katiyar
Kilian Weinberger
Yoav Artzi

conference/journal
ICLR
RESEARCH AREAS

Information Extraction IE
Information Retrieval IR

Date
Mar 2021
Structured Pruning of Large Language Models
AUTHORS

Ziheng Wang
Jeremy Wohlwend
Tao Lei

conference/journal
EMNLP
RESEARCH AREAS

Model Compression

Date
Mar 2021
When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute
AUTHORS

Tao Lei

conference/journal
EMNLP 2021
RESEARCH AREAS

NLP

Date
Mar 2021
On Feature Normalization and Data Augmentation
AUTHORS

Boyi Li
Felix Wu
Ser Nam Lim
Serge Belongie
Kilian Weinberger

conference/journal
CVPR
RESEARCH AREAS

Data Efficiency

Date
Feb 2021
Identifying Mislabeled Data using the Area Under the Margin Ranking
AUTHORS

Geoff Pleiss
Tianyi Zhang
Ethan Elenberg
Kilian Weinberger

conference/journal
NeurIPS
RESEARCH AREAS

Data Efficiency

Date
Dec 2020
Imitation Learning for Knowledge Distillation
AUTHORS

Alex Lin
Jeremy Wohlwend
Howard Chen
Tao Lei

conference/journal
EMNLP
RESEARCH AREAS

Model Compression

Date
Nov 2020
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