Investment News:
Research Papers

Our researchers regularly publish their work in academic journals

Title

Authors

Conference / Journal

Research Areas

Date

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

Benchmark, 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

On Feature Normalization and Data Augmentation

Authors

Boyi Li, Felix Wu, Ser-Nam Lim, Serge Belongie, Kilian Q. 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 R. Elenberg, Kilian Q. Weinberger

Conference / Journal

NeurIPS

Research Areas

Data Efficiency

Date

Dec, 2020

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

Imitation Learning for Knowledge Distillation

Authors

Alex Lin, Jeremy Wohlwend, Howard Chen, Tao Lei

Conference / Journal

EMNLP

Research Areas

Model Compression

Date

Nov, 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

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