Doug Downey

Doug Downey

North Western University

H-index: 32

Asia-Bangladesh

About Doug Downey

Doug Downey, With an exceptional h-index of 32 and a recent h-index of 24 (since 2020), a distinguished researcher at North Western University, specializes in the field of Natural Language Processing, Machine Learning, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

MARG: Multi-Agent Review Generation for Scientific Papers

SciRepEval: A Multi-Format Benchmark for Scientific Document Representations

Aries: A corpus of scientific paper edits made in response to peer reviews

Citesee: Augmenting citations in scientific papers with persistent and personalized historical context

PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents

Beyond summarization: Designing ai support for real-world expository writing tasks

Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents

Embedding Recycling for Language Models

Doug Downey Information

University

Position

Allen Institute for AI and

Citations(all)

10319

Citations(since 2020)

5365

Cited By

6156

hIndex(all)

32

hIndex(since 2020)

24

i10Index(all)

65

i10Index(since 2020)

51

Email

University Profile Page

North Western University

Google Scholar

View Google Scholar Profile

Doug Downey Skills & Research Interests

Natural Language Processing

Machine Learning

Artificial Intelligence

Top articles of Doug Downey

Title

Journal

Author(s)

Publication Date

MARG: Multi-Agent Review Generation for Scientific Papers

arXiv preprint arXiv:2401.04259

Mike D'Arcy

Tom Hope

Larry Birnbaum

Doug Downey

2024/1/8

SciRepEval: A Multi-Format Benchmark for Scientific Document Representations

arXiv preprint arXiv:2211.13308

Amanpreet Singh

Mike D'Arcy

Arman Cohan

Doug Downey

Sergey Feldman

2022/11/23

Aries: A corpus of scientific paper edits made in response to peer reviews

arXiv preprint arXiv:2306.12587

Mike D'Arcy

Alexis Ross

Erin Bransom

Bailey Kuehl

Jonathan Bragg

...

2023/6/21

Citesee: Augmenting citations in scientific papers with persistent and personalized historical context

Joseph Chee Chang

Amy X Zhang

Jonathan Bragg

Andrew Head

Kyle Lo

...

2023/4/19

PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents

Kyle Lo

Zejiang Shen

Benjamin Newman

Joseph Z Chang

Russell Authur

...

2023/12

Beyond summarization: Designing ai support for real-world expository writing tasks

arXiv preprint arXiv:2304.02623

Zejiang Shen

Tal August

Pao Siangliulue

Kyle Lo

Jonathan Bragg

...

2023/4/5

Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents

arXiv preprint arXiv:2306.01058

Catherine Chen

Zejiang Shen

Dan Klein

Gabriel Stanovsky

Doug Downey

...

2023/6/1

Embedding Recycling for Language Models

arXiv preprint arXiv:2207.04993

Jon Saad-Falcon

Amanpreet Singh

Luca Soldaini

Mike D'Arcy

Arman Cohan

...

2022/7/11

CHAMP: Efficient Annotation and Consolidation of Cluster Hierarchies

arXiv preprint arXiv:2311.11301

Arie Cattan

Tom Hope

Doug Downey

Roy Bar-Haim

Lilach Eden

...

2023/11/19

The semantic reader project: Augmenting scholarly documents through ai-powered interactive reading interfaces

arXiv preprint arXiv:2303.14334

Kyle Lo

Joseph Chee Chang

Andrew Head

Jonathan Bragg

Amy X Zhang

...

2023/3/25

Learning to generate novel scientific directions with contextualized literature-based discovery

arXiv preprint arXiv:2305.14259

Qingyun Wang

Doug Downey

Heng Ji

Tom Hope

2023/5/23

Penguins Don't Fly: Reasoning about Generics through Instantiations and Exceptions

arXiv preprint arXiv:2205.11658

Emily Allaway

Jena D Hwang

Chandra Bhagavatula

Kathleen McKeown

Doug Downey

...

2022/5/23

CARE: Extracting Experimental Findings From Clinical Literature

arXiv preprint arXiv:2311.09736

Aakanksha Naik

Bailey Kuehl

Erin Bransom

Doug Downey

Tom Hope

2023/11/16

The semantic scholar open data platform

arXiv preprint arXiv:2301.10140

Rodney Kinney

Chloe Anastasiades

Russell Authur

Iz Beltagy

Jonathan Bragg

...

2023/1/24

S2abEL: a dataset for entity linking from scientific tables

arXiv preprint arXiv:2305.00366

Yuze Lou

Bailey Kuehl

Erin Bransom

Sergey Feldman

Aakanksha Naik

...

2023/4/30

Perspective: large language models in applied mechanics

Journal of Applied Mechanics

Neal R Brodnik

Samuel Carton

Caelin Muir

Satanu Ghosh

Doug Downey

...

2023/10/1

I2d2: Inductive knowledge distillation with neurologic and self-imitation

arXiv preprint arXiv:2212.09246

Chandra Bhagavatula

Jena D Hwang

Doug Downey

Ronan Le Bras

Ximing Lu

...

2022/12/19

Relatedly: Scaffolding literature reviews with existing related work sections

Srishti Palani

Aakanksha Naik

Doug Downey

Amy X Zhang

Jonathan Bragg

...

2023/4/19

A computational inflection for scientific discovery

Communications of the ACM

Tom Hope

Doug Downey

Daniel S Weld

Oren Etzioni

Eric Horvitz

2023/7/25

Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models

arXiv preprint arXiv:2210.12607

Victor S Bursztyn

David Demeter

Doug Downey

Larry Birnbaum

2022/10/23

See List of Professors in Doug Downey University(North Western University)

Co-Authors

H-index: 104
Noah A. Smith

Noah A. Smith

University of Washington

H-index: 101
Daniel Weld

Daniel Weld

University of Washington

H-index: 95
Yejin Choi

Yejin Choi

University of Washington

H-index: 44
Michael Cafarella

Michael Cafarella

University of Michigan-Dearborn

H-index: 13
Suchin Gururangan

Suchin Gururangan

University of Washington

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