Investment News:
Papers

Our researchers regularly publish their work in academic journals

Title

Authors

Conference / Journal

Research Areas

Date

Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition

Authors

Felix Wu, Kwangyoun Kim, Jing Pan, Kyu Han, Kilian Q. Weinberger, Yoav Artzi

Conference / Journal

pending acceptance

Research Areas

ASR

Date

Sep, 2021

GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation

Authors

Derek Chen, Zhou Yu

Conference / Journal

EMNLP 2021

Research Areas

Data Augmentation, NLU

Date

Sep, 2021

CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes

Authors

James Mullenbach, Yada Pruksachatkun, Sean Adler, Jennifer Seale, Jordan Swartz, T. Greg McKelvey, Hui Dai, Yi Yang, David Sontag

Conference / Journal

ACL-IJCNLP 2021

Research Areas

Data Sets, NLP

Date

June, 2021

Leveraging Pre-trained Language Model for Speech Sentiment Analysis

Authors

Suwon Shon, Pablo Brusco, Jing Pan, Kyu J. Han, Shinji Watanabe

Conference / Journal

Interspeech 2021

Research Areas

Sentiment Analysis

Date

June, 2021

Multi-mode Transformer Transducer with Stochastic Future Context

Authors

Kwangyoun Kim, Felix Wu, Prashant Sridhar, Kyu J. Han, Shinji Watanabe

Conference / Journal

Interspeech 2021

Research Areas

ASR

Date

June, 2021

Multistream CNN for Robust Acoustic Modeling

Authors

Kyu J. Han, Jing Pan, Venkata Krishna Naveen Tadala, Tao Ma, Dan Povey

Conference / Journal

ICASSP 2021

Research Areas

ASR

Date

April, 2021

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

Authors

Derek Chen, Howard Chen, Yi Yang, Alexander Lin, Zhou Yu

Conference / Journal

NAACL

Research Areas

Data Sets, Task-Oriented Dialogue

Date

Apr, 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

Structured Pruning of Large Language Models

Authors

Ziheng Wang, Jeremy Wohlwend, Tao Lei

Conference / Journal

EMNLP

Research Areas

Model Compression

Date

Mar, 2021

Revisiting Few-sample BERT Fine-tuning

Authors

Tianyi Zhang, Felix Wu, Arzoo Katiyar, Kilian Q. Weinberger, Yoav Artzi

Conference / Journal

ICLR

Research Areas

Information Extraction (IE), Information Retrieval (IR)

Date

Mar, 2021

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