Kathleen McKeown

Kathleen McKeown

Columbia University in the City of New York

H-index: 81

North America-United States

About Kathleen McKeown

Kathleen McKeown, With an exceptional h-index of 81 and a recent h-index of 46 (since 2020), a distinguished researcher at Columbia University in the City of New York, specializes in the field of Artificial Intelligence, Natural Language Processing, Text Summarization.

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

Holodeck: Language Guided Generation of 3D Embodied AI Environments

ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer

TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Reading Subtext: Evaluating Large Language Models on Short Story Summarization with Writers

Parallel Structures in Pre-training Data Yield In-Context Learning

NewsQs: Multi-Source Question Generation for the Inquiring Mind

Benchmarking large language models for news summarization

Social Orientation: A New Feature for Dialogue Analysis

Kathleen McKeown Information

University

Position

Professor of Computer Science and Director Data Science Institute

Citations(all)

29375

Citations(since 2020)

7900

Cited By

24226

hIndex(all)

81

hIndex(since 2020)

46

i10Index(all)

255

i10Index(since 2020)

129

Email

University Profile Page

Columbia University in the City of New York

Google Scholar

View Google Scholar Profile

Kathleen McKeown Skills & Research Interests

Artificial Intelligence

Natural Language Processing

Text Summarization

Top articles of Kathleen McKeown

Title

Journal

Author(s)

Publication Date

Holodeck: Language Guided Generation of 3D Embodied AI Environments

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024)

Yue Yang

Fan-Yun Sun

Luca Weihs

Eli VanderBilt

Alvaro Herrasti

...

2024/2/20

ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer

Proceedings of the AAAI Conference on Artificial Intelligence

Zachary Horvitz

Ajay Patel

Chris Callison-Burch

Zhou Yu

Kathleen McKeown

2024/3/24

TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

arXiv preprint arXiv:2402.13249

Liyan Tang

Igor Shalyminov

Amy Wing-mei Wong

Jon Burnsky

Jake W Vincent

...

2024/2/20

Reading Subtext: Evaluating Large Language Models on Short Story Summarization with Writers

arXiv preprint arXiv:2403.01061

Melanie Subbiah

Sean Zhang

Lydia B Chilton

Kathleen McKeown

2024/3/2

Parallel Structures in Pre-training Data Yield In-Context Learning

arXiv preprint arXiv:2402.12530

Yanda Chen

Chen Zhao

Zhou Yu

Kathleen McKeown

He He

2024/2/19

NewsQs: Multi-Source Question Generation for the Inquiring Mind

arXiv preprint arXiv:2402.18479

Alyssa Hwang

Kalpit Dixit

Miguel Ballesteros

Yassine Benajiba

Vittorio Castelli

...

2024/2/28

Benchmarking large language models for news summarization

Transactions of the Association for Computational Linguistics

Tianyi Zhang

Faisal Ladhak

Esin Durmus

Percy Liang

Kathleen McKeown

...

2024/1/31

Social Orientation: A New Feature for Dialogue Analysis

arXiv preprint arXiv:2403.04770

Todd Morrill

Zhaoyuan Deng

Yanda Chen

Amith Ananthram

Colin Wayne Leach

...

2024/2/26

Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models

arXiv preprint arXiv:2403.00794

Zachary Horvitz

Jingru Chen

Rahul Aditya

Harshvardhan Srivastava

Robert West

...

2024/2/23

Generating EDU extracts for plan-guided summary re-ranking

arXiv preprint arXiv:2305.17779

Griffin Adams

Alexander R Fabbri

Faisal Ladhak

Kathleen McKeown

Noémie Elhadad

2023/5/28

PhraseSumm: Abstractive Short Phrase Summarization

Kasturi Bhattacharjee

Kathleen McKeown

Rashmi Gangadharaiah

2023/11

Towards detecting harmful agendas in news articles

arXiv preprint arXiv:2302.00102

Melanie Subbiah

Amrita Bhattacharjee

Yilun Hua

Tharindu Kumarage

Huan Liu

...

2023/1/31

Unsupervised Selective Rationalization with Noise Injection

arXiv preprint arXiv:2305.17534

Adam Storek

Melanie Subbiah

Kathleen McKeown

2023/5/27

Few-shot data-to-text generation via unified representation and multi-source learning

arXiv e-prints

Alexander Hanbo Li

Mingyue Shang

Evangelia Spiliopoulou

Jie Ma

Patrick Ng

...

2023/8

SWING: Balancing coverage and faithfulness for dialogue summarization

arXiv preprint arXiv:2301.10483

Kung-Hsiang Huang

Siffi Singh

Xiaofei Ma

Wei Xiao

Feng Nan

...

2023/1/25

Manitweet: A new benchmark for identifying manipulation of news on social media

arXiv preprint arXiv:2305.14225

Kung-Hsiang Huang

Hou Pong Chan

Kathleen McKeown

Heng Ji

2023/5/23

Do models explain themselves? counterfactual simulatability of natural language explanations

arXiv preprint arXiv:2307.08678

Yanda Chen

Ruiqi Zhong

Narutatsu Ri

Chen Zhao

He He

...

2023/7/17

Zero-shot stance detection: Paradigms and challenges

Frontiers in Artificial Intelligence

Emily Allaway

Kathleen McKeown

2023/1/13

Evaluation of African American language bias in natural language generation

arXiv preprint arXiv:2305.14291

Nicholas Deas

Jessi Grieser

Shana Kleiner

Desmond Patton

Elsbeth Turcan

...

2023/5/23

Improving Long Dialogue Summarization with Semantic Graph Representation

Yilun Hua

Zhaoyuan Deng

Kathleen McKeown

2023/7

See List of Professors in Kathleen McKeown University(Columbia University in the City of New York)

Co-Authors

H-index: 134
Shih-Fu Chang

Shih-Fu Chang

Columbia University in the City of New York

H-index: 83
Steven Feiner

Steven Feiner

Columbia University in the City of New York

H-index: 79
Julia Hirschberg

Julia Hirschberg

Columbia University in the City of New York

H-index: 78
Dragomir Radev

Dragomir Radev

Yale University

H-index: 64
Min-Yen Kan (靳民彦)

Min-Yen Kan (靳民彦)

National University of Singapore

H-index: 50
Noémie Elhadad

Noémie Elhadad

Columbia University in the City of New York

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