Investment News:

Research Papers

Our researchers regularly publish their work in academic journals

Title

Authors

Conference / Journal

Research Areas

Date

SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech

Authors

Suwon Shon, Ankita Pasad, Felix Wu, Pablo Brusco, Yoav Artzi, Karen Livescu, Kyu J. Han

Conference / Journal

ICASSP 2022

Research Areas

ASR, Benchmark, Pre-training, Sentiment Analysis

Date

Nov, 2021

SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition

Authors

Jing Pan, Tao Lei, Kwangyoun Kim, Kyu Han, Shinji Watanabe

Conference / Journal

ICASSP 2022

Research Areas

Date

Oct, 2021

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

ICASSP 2022

Research Areas

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

Benchmark, 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

Pre-training, 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

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

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

Benchmark, Data Sets, Task-Oriented Dialogue

Date

Apr, 2021

When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute

Authors

Conference / Journal

EMNLP 2021

Research Areas

Date

Mar, 2021