Yejin Choi

Yejin Choi

University of Washington

H-index: 95

North America-United States

About Yejin Choi

Yejin Choi, With an exceptional h-index of 95 and a recent h-index of 85 (since 2020), a distinguished researcher at University of Washington, specializes in the field of Natural Language Processing, Deep Learning, Artificial Intelligence, Commonsense Reasoning.

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

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

Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens

Swiftsage: A generative agent with fast and slow thinking for complex interactive tasks

Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs

Particip-AI: A Democratic Surveying Framework for Anticipating Future AI Use Cases, Harms and Benefits

CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language Prompting

Tuning language models by proxy

Multimodal c4: An open, billion-scale corpus of images interleaved with text

Yejin Choi Information

University

Position

/ Allen Institute for Artificial Intelligence

Citations(all)

39681

Citations(since 2020)

32791

Cited By

14011

hIndex(all)

95

hIndex(since 2020)

85

i10Index(all)

209

i10Index(since 2020)

205

Email

University Profile Page

University of Washington

Google Scholar

View Google Scholar Profile

Yejin Choi Skills & Research Interests

Natural Language Processing

Deep Learning

Artificial Intelligence

Commonsense Reasoning

Top articles of Yejin Choi

Title

Journal

Author(s)

Publication Date

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

Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens

arXiv preprint arXiv:2401.17377

Jiacheng Liu

Sewon Min

Luke Zettlemoyer

Yejin Choi

Hannaneh Hajishirzi

2024/1/30

Swiftsage: A generative agent with fast and slow thinking for complex interactive tasks

Advances in Neural Information Processing Systems

Bill Yuchen Lin

Yicheng Fu

Karina Yang

Faeze Brahman

Shiyu Huang

...

2024/2/13

Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs

arXiv preprint arXiv:2402.11442

Siyuan Wang

Zhongyu Wei

Yejin Choi

Xiang Ren

2024/2/18

Particip-AI: A Democratic Surveying Framework for Anticipating Future AI Use Cases, Harms and Benefits

arXiv preprint arXiv:2403.14791

Jimin Mun

Liwei Jiang

Jenny Liang

Inyoung Cheong

Nicole DeCario

...

2024/3/21

CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language Prompting

arXiv preprint arXiv:2404.10199

Huihan Li

Liwei Jiang

Nouha Dziri

Xiang Ren

Yejin Choi

2024/4/16

Tuning language models by proxy

arXiv preprint arXiv:2401.08565

Alisa Liu

Xiaochuang Han

Yizhong Wang

Yulia Tsvetkov

Yejin Choi

...

2024/1/16

Multimodal c4: An open, billion-scale corpus of images interleaved with text

Advances in Neural Information Processing Systems

Wanrong Zhu

Jack Hessel

Anas Awadalla

Samir Yitzhak Gadre

Jesse Dodge

...

2024/2/13

L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects

arXiv preprint arXiv:2402.09052

Yutaro Yamada

Khyathi Chandu

Yuchen Lin

Jack Hessel

Ilker Yildirim

...

2024/2/14

Information-Theoretic Distillation for Reference-less Summarization

arXiv preprint arXiv:2403.13780

Jaehun Jung

Ximing Lu

Liwei Jiang

Faeze Brahman

Peter West

...

2024/3/20

Foundational challenges in assuring alignment and safety of large language models

arXiv preprint arXiv:2404.09932

Usman Anwar

Abulhair Saparov

Javier Rando

Daniel Paleka

Miles Turpin

...

2024/4/15

Agent ai: Surveying the horizons of multimodal interaction

arXiv preprint arXiv:2401.03568

Zane Durante

Qiuyuan Huang

Naoki Wake

Ran Gong

Jae Sung Park

...

2024/1/7

RealTime QA: What's the Answer Right Now?

NeurIPS (Datasets and Benchmarks Track)

Jungo Kasai

Keisuke Sakaguchi

Yoichi Takahashi

Ronan Le Bras

Akari Asai

...

2023

JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models

arXiv preprint arXiv:2402.08761

Jillian Fisher

Ximing Lu

Jaehun Jung

Liwei Jiang

Zaid Harchaoui

...

2024/2/13

Rewardbench: Evaluating reward models for language modeling

arXiv preprint arXiv:2403.13787

Nathan Lambert

Valentina Pyatkin

Jacob Morrison

LJ Miranda

Bill Yuchen Lin

...

2024/3/20

CulturalTeaming: AI-Assisted Interactive Red-Teaming for Challenging LLMs'(Lack of) Multicultural Knowledge

arXiv preprint arXiv:2404.06664

Yu Ying Chiu

Liwei Jiang

Maria Antoniak

Chan Young Park

Shuyue Stella Li

...

2024/4/10

Do Membership Inference Attacks Work on Large Language Models?

arXiv preprint arXiv:2402.07841

Michael Duan

Anshuman Suri

Niloofar Mireshghallah

Sewon Min

Weijia Shi

...

2024/2/12

Localized symbolic knowledge distillation for visual commonsense models

Advances in Neural Information Processing Systems

Jae Sung Park

Jack Hessel

Khyathi Chandu

Paul Pu Liang

Ximing Lu

...

2024/2/13

Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs

arXiv preprint arXiv:2403.04801

Aly M Kassem

Omar Mahmoud

Niloofar Mireshghallah

Hyunwoo Kim

Yulia Tsvetkov

...

2024/3/5

Value kaleidoscope: Engaging ai with pluralistic human values, rights, and duties

AAAI

Taylor Sorensen

Liwei Jiang

Jena Hwang

Sydney Levine

Valentina Pyatkin

...

2023/9/2

See List of Professors in Yejin Choi University(University of Washington)

Co-Authors

H-index: 104
Noah A. Smith

Noah A. Smith

University of Washington

H-index: 100
Luke Zettlemoyer

Luke Zettlemoyer

University of Washington

H-index: 82
Claire Cardie

Claire Cardie

Cornell University

H-index: 80
Ali Farhadi

Ali Farhadi

University of Washington

H-index: 71
Jeffrey T. Hancock

Jeffrey T. Hancock

Stanford University

H-index: 63
Hannaneh Hajishirzi

Hannaneh Hajishirzi

University of Washington

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