Investment News:

Research Papers

Our researchers regularly publish their work in academic journals

Title

Authors

Conference / Journal

Research Areas

Date

Importance Weighted Generative Networks

Authors

Maurice Diesendruck, Ethan R. Elenberg, Rajat Sen, Guy W. Cole, Sanjay Shakkottai, Sinead A. Williamson

Conference / Journal

ECML PKDD

Research Areas

Date

Sep, 2020

Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning

Authors

Yi Yang, Arzoo Katiyar

Conference / Journal

EMNLP

Research Areas

Data Efficiency, Few-Shot Learning

Date

Oct, 2020

Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes

Authors

Xinyuan Zhang, Ruiyi Zhang, Manzil Zaheer, Amr Ahmed

Conference / Journal

AAAI

Research Areas

Date

Sep, 2020

MultiFiT: Efficient Multi-lingual Language Model Fine-tuning

Authors

Julian Eisenschlos, Sebastian Ruder, Piotr Czapla, Marcin Kardas, Sylvain Gugger, Jeremy Howard

Conference / Journal

EMNLP

Research Areas

Data Efficiency

Date

Jun, 2020

Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport

Authors

Kyle Swanson, Lili Yu, Tao Lei

Conference / Journal

ACL

Research Areas

Date

May, 2020

Interactive Classification by Asking Informative Questions

Authors

Lili Yu, Howard Chen, Sida Wang, Tao Lei, Yoav Artzi

Conference / Journal

ACL

Research Areas

Task-Oriented Dialogue

Date

May, 2020

Touchdown: Natural Language Navigation and Spatial Reasoning in Visual Street Environments

Authors

Howard Chen, Alane Suhr, Dipendra Misra, Noah Snavly, Yoav Artzi

Conference / Journal

CVPR

Research Areas

Data Sets, Dialogue System

Date

May, 2020

ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition

Authors

Jing Pan, Joshua Shapiro, Jeremy Wohlwend, Kyu J. Han, Tao Lei, Tao Ma

Conference / Journal

Interspeech

Research Areas

Date

May, 2020

Knowledge Base Completion for Constructing Problem-Oriented Medical Records

Authors

James Mullenbach, Jordan Swartz, T. Greg McKelvey, Hui Dai, David Sontag

Conference / Journal

MLHC

Research Areas

Information Extraction (IE)

Date

Apr, 2020

BERTScore: Evaluating Text Generation with BERT

Authors

Tianyi Zhang, Varsha Kishore, Felix Wu, Kilian Q. Weinberger, Yoav Artzi

Conference / Journal

ICLR

Research Areas

Date

Feb, 2020