Yejin Choi

Stanford University, Department of Computer Science and Institute for Human-Centered AI (HAI), Stanford, CA, USA

79 papers at tracked venues · 57 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3032-5378 ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×18 NeurIPS ×16 ACL ×11 EMNLP ×11 NAACL ×10 ICML ×7 CVPR ×2 ICCV ×2 AAAI ×1 EACL ×1

Frequent coauthors

Ximing Lu

×20

Liwei Jiang

×17

Nouha Dziri

×14

Yulia Tsvetkov

×13

Bill Yuchen Lin

×13

Faeze Brahman

×12

Khyathi Raghavi Chandu

×11

Jillian Fisher

×10

Jack Hessel

×9

Xiang Ren

×9

Valentina Pyatkin

×9

Abhilasha Ravichander

×9

Papers

Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning
EACL 2026 ·
Syeda Nahida Akter
,
Shrimai Prabhumoye
,
Matvei Novikov
,
Seungju Han
,
Ying Lin
,
Evelina Bakhturina
,
Eric Nyberg
, Yejin Choi,
Mostofa Patwary
,
Mohammad Shoeybi
,
Bryan Catanzaro
When One LLM Drools, Multi-LLM Collaboration Rules
ACL 2026 ·
Shangbin Feng
,
Wenxuan Ding
,
Alisa Liu
,
Zifeng Wang
,
Weijia Shi
,
Yike Wang
,
Shannon Zejiang Shen
,
Xiaochuang Han
,
Hunter Lang
,
Chen-Yu Lee
,
Tomas Pfister
, Yejin Choi,
Yulia Tsvetkov
AI Debate Aids Assessment of Controversial Claims
NeurIPS 2025 ·
Salman Rahman
,
Sheriff Issaka
,
Ashima Suvarna
,
Genglin Liu
,
James Shiffer
,
Jaeyoung Lee
,
Md. Rizwan Parvez
,
Hamid Palangi
,
Shi Feng
,
Nanyun Peng
, Yejin Choi,
Julian Michael
,
Liwei Jiang
,
Saadia Gabriel
AI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text
ICLR 2025 ·
Ximing Lu
,
Melanie Sclar
,
Skyler Hallinan
,
Niloofar Mireshghallah
,
Jiacheng Liu
,
Seungju Han
,
Allyson Ettinger
,
Liwei Jiang
,
Khyathi Raghavi Chandu
,
Nouha Dziri
, Yejin Choi
ALPACA AGAINST VICUNA: Using LLMs to Uncover Memorization of LLMs
NAACL 2025 ·
Aly M. Kassem
,
Omar Mahmoud
,
Niloofar Mireshghallah
,
Hyunwoo Kim
,
Yulia Tsvetkov
, Yejin Choi,
Sherif Saad
,
Santu Rana
Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond)
NeurIPS 2025 ·
Liwei Jiang
,
Yuanjun Chai
,
Margaret Li
,
Mickel Liu
,
Raymond Fok
,
Nouha Dziri
,
Yulia Tsvetkov
,
Maarten Sap
, Yejin Choi
BLIP-3: A Family of Open Large Multimodal Models
ICCV 2025 ·
Le Xue
,
Manli Shu
,
Anas Awadalla
,
Jun Wang
,
An Yan
,
Senthil Purushwalkam
,
Honglu Zhou
,
Viraj Prabhu
,
Yutong Dai
,
Michael S. Ryoo
,
Shrikant Kendre
,
Jieyu Zhang
,
Shao-Yen Tseng
,
Gustavo A. Lujan-Moreno
,
Matthew L. Olson
,
Musashi Hinck
,
David Cobbley
,
Vasudev Lal
,
Can Qin
,
Shu Zhang
,
Chia-Chih Chen
,
Ning Yu
,
Juntao Tan
,
Tulika Manoj Awalgaonkar
,
Shelby Heinecke
,
Huan Wang
, Yejin Choi,
Ludwig Schmidt
,
Zeyuan Chen
,
Silvio Savarese
,
Juan Carlos Niebles
,
Caiming Xiong
,
Ran Xu
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset
ICLR 2025 ·
Yingzi Ma
,
Jiongxiao Wang
,
Fei Wang
,
Siyuan Ma
,
Jiazhao Li
,
Jinsheng Pan
,
Xiujun Li
,
Furong Huang
,
Lichao Sun
,
Bo Li
, Yejin Choi,
Muhao Chen
,
Chaowei Xiao
Bias in Gender Bias Benchmarks: How Spurious Features Distort Evaluation
ICCV 2025 ·
Yusuke Hirota
,
Ryo Hachiuma
,
Boyi Li
,
Ximing Lu
,
Michael Ross Boone
,
Boris Ivanovic
, Yejin Choi,
Marco Pavone
,
Yu-Chiang Frank Wang
,
Noa Garcia
,
Yuta Nakashima
,
Chao-Han Huck Yang
Biased LLMs can Influence Political Decision-Making
ACL 2025 ·
Jillian Fisher
,
Shangbin Feng
,
Robert Aron
,
Thomas Richardson
, Yejin Choi,
Daniel W. Fisher
,
Jennifer Pan
,
Yulia Tsvetkov
,
Katharina Reinecke
Broken Tokens? Your Language Model can Secretly Handle Non-Canonical Tokenizations
NeurIPS 2025 ·
Brian Siyuan Zheng
,
Alisa Liu
,
Orevaoghene Ahia
,
Jonathan Hayase
, Yejin Choi,
Noah A. Smith
Can Language Models Reason about Individualistic Human Values and Preferences?
ACL 2025 ·
Liwei Jiang
,
Taylor Sorensen
,
Sydney Levine
, Yejin Choi
CertainlyUncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness
ICLR 2025 ·
Khyathi Raghavi Chandu
,
Linjie Li
,
Anas Awadalla
,
Ximing Lu
,
Jae Sung Park
,
Jack Hessel
,
Lijuan Wang
, Yejin Choi
CulturalBench: A Robust, Diverse and Challenging Benchmark for Measuring LMs' Cultural Knowledge Through Human-AI Red-Teaming
ACL 2025 ·
Yu Ying Chiu
,
Liwei Jiang
,
Bill Yuchen Lin
,
Chan Young Park
,
Shuyue Stella Li
,
Sahithya Ravi
,
Mehar Bhatia
,
Maria Antoniak
,
Yulia Tsvetkov
,
Vered Shwartz
, Yejin Choi
DailyDilemmas: Revealing Value Preferences of LLMs with Quandaries of Daily Life
ICLR 2025 ·
Yu Ying Chiu
,
Liwei Jiang
, Yejin Choi
Diverging Preferences: When do Annotators Disagree and do Models Know?
ICML 2025 ·
Michael J. Q. Zhang
,
Zhilin Wang
,
Jena D. Hwang
,
Yi Dong
,
Olivier Delalleau
, Yejin Choi,
Eunsol Choi
,
Xiang Ren
,
Valentina Pyatkin
Explore Theory of Mind: program-guided adversarial data generation for theory of mind reasoning
ICLR 2025 ·
Melanie Sclar
,
Jane Dwivedi-Yu
,
Maryam Fazel-Zarandi
,
Yulia Tsvetkov
,
Yonatan Bisk
, Yejin Choi,
Asli Celikyilmaz
Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications
ACL 2025 ·
Traian Rebedea
,
Leon Derczynski
,
Shaona Ghosh
,
Makesh Narsimhan Sreedhar
,
Faeze Brahman
,
Liwei Jiang
,
Bo Li
,
Yulia Tsvetkov
,
Christopher Parisien
, Yejin Choi
HALoGEN: Fantastic LLM Hallucinations and Where to Find Them
ACL 2025 ·
Abhilasha Ravichander
,
Shrusti Ghela
,
David Wadden
, Yejin Choi
Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index
EMNLP 2025 ·
Hao Xu
,
Jiacheng Liu
, Yejin Choi,
Noah A. Smith
,
Hannaneh Hajishirzi
Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models
NAACL 2025 ·
Abhilasha Ravichander
,
Jillian Fisher
,
Taylor Sorensen
,
Ximing Lu
,
Maria Antoniak
,
Bill Yuchen Lin
,
Niloofar Mireshghallah
,
Chandra Bhagavatula
, Yejin Choi
L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects
NAACL 2025 ·
Yutaro Yamada
,
Khyathi Raghavi Chandu
,
Bill Yuchen Lin
,
Jack Hessel
,
Ilker Yildirim
, Yejin Choi
LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences
ACL 2025 ·
Yusuke Hirota
,
Boyi Li
,
Ryo Hachiuma
,
Yueh-Hua Wu
,
Boris Ivanovic
,
Marco Pavone
, Yejin Choi,
Yu-Chiang Frank Wang
,
Yuta Nakashima
,
Chao-Han Huck Yang
Language Model Alignment in Multilingual Trolley Problems
ICLR 2025 ·
Zhijing Jin
,
Max Kleiman-Weiner
,
Giorgio Piatti
,
Sydney Levine
,
Jiarui Liu
,
Fernando Gonzalez Adauto
,
Francesco Ortu
,
András Strausz
,
Mrinmaya Sachan
,
Rada Mihalcea
, Yejin Choi,
Bernhard Schölkopf
Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
NeurIPS 2025 ·
A. Feder Cooper
,
Christopher A. Choquette-Choo
,
Miranda Bogen
,
Kevin Klyman
,
Matthew Jagielski
,
Katja Filippova
,
Ken Liu
,
Alexandra Chouldechova
,
Jamie Hayes
,
Yangsibo Huang
,
Eleni Triantafillou
,
Peter Kairouz
,
Nicole Mitchell
,
Niloofar Mireshghallah
,
Abigail Z. Jacobs
,
James Grimmelmann
,
Vitaly Shmatikov
,
Christopher De Sa
,
Ilia Shumailov
,
Andreas Terzis
,
Solon Barocas
,
Jennifer Wortman Vaughan
,
danah boyd
, Yejin Choi,
Sanmi Koyejo
,
Fernando A. Delgado
,
Percy Liang
,
Daniel E. Ho
,
Pamela Samuelson
,
Miles Brundage
,
David Bau
,
Seth Neel
,
Hanna M. Wallach
,
Amy Cyphert
,
Mark A. Lemley
,
Nicolas Papernot
,
Katherine Lee
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing
ICLR 2025 ·
Zhangchen Xu
,
Fengqing Jiang
,
Luyao Niu
,
Yuntian Deng
,
Radha Poovendran
, Yejin Choi,
Bill Yuchen Lin
Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning
EMNLP 2025 ·
Chan Young Park
,
Jillian Fisher
,
Marius Memmel
,
Dipika Khullar
,
Seoho Yun
,
Abhishek Gupta
, Yejin Choi
Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
ICML 2025 ·
Shangbin Feng
,
Zifeng Wang
,
Yike Wang
,
Sayna Ebrahimi
,
Hamid Palangi
,
Lesly Miculicich
,
Achin Kulshrestha
,
Nathalie Rauschmayr
, Yejin Choi,
Yulia Tsvetkov
,
Chen-Yu Lee
,
Tomas Pfister
OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens
ACL 2025 ·
Jiacheng Liu
,
Taylor Blanton
,
Yanai Elazar
,
Sewon Min
,
Yen-Sung Chen
,
Arnavi Chheda-Kothary
,
Huy Tran
,
Byron Bischoff
,
Eric Marsh
,
Michael Schmitz
,
Cassidy Trier
,
Aaron Sarnat
,
Jenna James
,
Jon Borchardt
,
Bailey Kuehl
,
Evie Yu-Yen Cheng
,
Karen Farley
,
Taira Anderson
,
David Albright
,
Carissa Schoenick
,
Luca Soldaini
,
Dirk Groeneveld
,
Rock Yuren Pang
,
Pang Wei Koh
,
Noah A. Smith
,
Sophie Lebrecht
, Yejin Choi,
Hannaneh Hajishirzi
,
Ali Farhadi
,
Jesse Dodge
One-Minute Video Generation with Test-Time Training
CVPR 2025 ·
Karan Dalal
,
Daniel Koceja
,
Jiarui Xu
,
Yue Zhao
,
Shihao Han
,
Ka Chun Cheung
,
Jan Kautz
, Yejin Choi,
Yu Sun
,
Xiaolong Wang
Position: Political Neutrality in AI Is Impossible - But Here Is How to Approximate It
ICML 2025 ·
Jillian Fisher
,
Ruth Elisabeth Appel
,
Chan Young Park
,
Yujin Potter
,
Liwei Jiang
,
Taylor Sorensen
,
Shangbin Feng
,
Yulia Tsvetkov
,
Margaret E. Roberts
,
Jennifer Pan
,
Dawn Song
, Yejin Choi
Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning
NeurIPS 2025 ·
Jaehun Jung
,
Seungju Han
,
Ximing Lu
,
Skyler Hallinan
,
David Acuna
,
Shrimai Prabhumoye
,
Mostofa Patwary
,
Mohammad Shoeybi
,
Bryan Catanzaro
, Yejin Choi
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
NeurIPS 2025 ·
Mingjie Liu
,
Shizhe Diao
,
Ximing Lu
,
Jian Hu
,
Xin Dong
, Yejin Choi,
Jan Kautz
,
Yi Dong
RewardBench: Evaluating Reward Models for Language Modeling
NAACL 2025 ·
Nathan Lambert
,
Valentina Pyatkin
,
Jacob Morrison
,
Lester James V. Miranda
,
Bill Yuchen Lin
,
Khyathi Raghavi Chandu
,
Nouha Dziri
,
Sachin Kumar
,
Tom Zick
, Yejin Choi,
Noah A. Smith
,
Hannaneh Hajishirzi
SafetyAnalyst: Interpretable, Transparent, and Steerable Safety Moderation for AI Behavior
ICML 2025 ·
Jing-Jing Li
,
Valentina Pyatkin
,
Max Kleiman-Weiner
,
Liwei Jiang
,
Nouha Dziri
,
Anne Collins
,
Jana Schaich Borg
,
Maarten Sap
, Yejin Choi,
Sydney Levine
Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions
EMNLP 2025 ·
David Acuna
,
Ximing Lu
,
Jaehun Jung
,
Hyunwoo Kim
,
Amlan Kar
,
Sanja Fidler
, Yejin Choi
Synthetic Visual Genome
CVPR 2025 ·
Jae Sung Park
,
Zixian Ma
,
Linjie Li
,
Chenhao Zheng
,
Cheng-Yu Hsieh
,
Ximing Lu
,
Khyathi Raghavi Chandu
,
Quan Kong
,
Norimasa Kobori
,
Ali Farhadi
, Yejin Choi,
Ranjay Krishna
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models
NAACL 2025 ·
Seungone Kim
,
Juyoung Suk
,
Ji Yong Cho
,
Shayne Longpre
,
Chaeeun Kim
,
Dongkeun Yoon
,
Guijin Son
, Yejin Choi,
Sheikh Shafayat
,
Jinheon Baek
,
Sue Hyun Park
,
Hyeonbin Hwang
,
Jinkyung Jo
,
Hyowon Cho
,
Haebin Shin
,
Seongyun Lee
,
Hanseok Oh
,
Noah Lee
,
Namgyu Ho
,
Se June Joo
,
Miyoung Ko
,
Yoonjoo Lee
,
Hyungjoo Chae
,
Jamin Shin
,
Joel Jang
,
Seonghyeon Ye
,
Bill Yuchen Lin
,
Sean Welleck
,
Graham Neubig
,
Moontae Lee
,
Kyungjae Lee
,
Minjoon Seo
Trust or Escalate: LLM Judges with Provable Guarantees for Human Agreement
ICLR 2025 ·
Jaehun Jung
,
Faeze Brahman
, Yejin Choi
VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents
NeurIPS 2025 ·
Kangrui Wang
,
Pingyue Zhang
,
Zihan Wang
,
Yaning Gao
,
Linjie Li
,
Qineng Wang
,
Hanyang Chen
,
Yiping Lu
,
Zhengyuan Yang
,
Lijuan Wang
,
Ranjay Krishna
,
Jiajun Wu
,
Fei-Fei Li
, Yejin Choi,
Manling Li
Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations
NeurIPS 2025 ·
Yiyou Sun
,
Yu Gai
,
Lijie Chen
,
Abhilasha Ravichander
, Yejin Choi,
Nouha Dziri
,
Dawn Song
WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild
ICLR 2025 ·
Bill Yuchen Lin
,
Yuntian Deng
,
Khyathi Raghavi Chandu
,
Abhilasha Ravichander
,
Valentina Pyatkin
,
Nouha Dziri
,
Ronan Le Bras
, Yejin Choi
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
ICML 2025 ·
Bill Yuchen Lin
,
Ronan Le Bras
,
Kyle Richardson
,
Ashish Sabharwal
,
Radha Poovendran
,
Peter Clark
, Yejin Choi
ActionAtlas: A VideoQA Benchmark for Domain-specialized Action Recognition
NeurIPS 2024 ·
Mohammadreza Salehi
,
Jae Sung Park
,
Aditya Kusupati
,
Ranjay Krishna
, Yejin Choi,
Hanna Hajishirzi
,
Ali Farhadi
Agent Lumos: Unified and Modular Training for Open-Source Language Agents
ACL 2024 ·
Da Yin
,
Faeze Brahman
,
Abhilasha Ravichander
,
Khyathi Raghavi Chandu
,
Kai-Wei Chang
, Yejin Choi,
Bill Yuchen Lin
Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory
ICLR 2024 ·
Niloofar Mireshghallah
,
Hyunwoo Kim
,
Xuhui Zhou
,
Yulia Tsvetkov
,
Maarten Sap
,
Reza Shokri
, Yejin Choi
Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs
ACL 2024 ·
Siyuan Wang
,
Zhongyu Wei
, Yejin Choi,
Xiang Ren
CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation
EMNLP 2024 ·
Tong Chen
,
Akari Asai
,
Niloofar Mireshghallah
,
Sewon Min
,
James Grimmelmann
, Yejin Choi,
Hannaneh Hajishirzi
,
Luke Zettlemoyer
,
Pang Wei Koh
Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions
NeurIPS 2024 ·
Jonathan Hayase
,
Alisa Liu
, Yejin Choi,
Sewoong Oh
,
Noah A. Smith
How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models
EMNLP 2024 ·
Jaeyoung Lee
,
Ximing Lu
,
Jack Hessel
,
Faeze Brahman
,
Youngjae Yu
,
Yonatan Bisk
, Yejin Choi,
Saadia Gabriel
Impossible Distillation for Paraphrasing and Summarization: How to Make High-quality Lemonade out of Small, Low-quality Model
NAACL 2024 ·
Jaehun Jung
,
Peter West
,
Liwei Jiang
,
Faeze Brahman
,
Ximing Lu
,
Jillian Fisher
,
Taylor Sorensen
, Yejin Choi
In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search
EMNLP 2024 ·
Huihan Li
,
Yuting Ning
,
Zeyi Liao
,
Siyuan Wang
,
Xiang Li
,
Ximing Lu
,
Wenting Zhao
,
Faeze Brahman
, Yejin Choi,
Xiang Ren
JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models
NAACL 2024 ·
Jillian Fisher
,
Ximing Lu
,
Jaehun Jung
,
Liwei Jiang
,
Zaïd Harchaoui
, Yejin Choi
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens
NeurIPS 2024 ·
Anas Awadalla
,
Le Xue
,
Oscar Lo
,
Manli Shu
,
Hannah Lee
,
Etash Kumar Guha
,
Sheng Shen
,
Mohamed Awadalla
,
Silvio Savarese
,
Caiming Xiong
,
Ran Xu
, Yejin Choi,
Ludwig Schmidt
MacGyver: Are Large Language Models Creative Problem Solvers?
NAACL 2024 ·
Yufei Tian
,
Abhilasha Ravichander
,
Lianhui Qin
,
Ronan Le Bras
,
Raja Marjieh
,
Nanyun Peng
, Yejin Choi,
Thomas L. Griffiths
,
Faeze Brahman
Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration
EMNLP 2024 ·
Shangbin Feng
,
Taylor Sorensen
,
Yuhan Liu
,
Jillian Fisher
,
Chan Young Park
, Yejin Choi,
Yulia Tsvetkov
NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge
NAACL 2024 ·
Phillip Howard
,
Junlin Wang
,
Vasudev Lal
,
Gadi Singer
, Yejin Choi,
Swabha Swayamdipta
Perceptions to Beliefs: Exploring Precursory Inferences for Theory of Mind in Large Language Models
EMNLP 2024 ·
Chani Jung
,
Dongkwan Kim
,
Jiho Jin
,
Jiseon Kim
,
Yeon Seonwoo
, Yejin Choi,
Alice Oh
,
Hyunwoo Kim
Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement
ICLR 2024 ·
Linlu Qiu
,
Liwei Jiang
,
Ximing Lu
,
Melanie Sclar
,
Valentina Pyatkin
,
Chandra Bhagavatula
,
Bailin Wang
,
Yoon Kim
, Yejin Choi,
Nouha Dziri
,
Xiang Ren
PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning
ICLR 2024 ·
Faeze Brahman
,
Chandra Bhagavatula
,
Valentina Pyatkin
,
Jena D. Hwang
,
Xiang Lorraine Li
,
Hirona Jacqueline Arai
,
Soumya Sanyal
,
Keisuke Sakaguchi
,
Xiang Ren
, Yejin Choi
Position: A Roadmap to Pluralistic Alignment
ICML 2024 ·
Taylor Sorensen
,
Jared Moore
,
Jillian Fisher
,
Mitchell L. Gordon
,
Niloofar Mireshghallah
,
Christopher Michael Rytting
,
Andre Ye
,
Liwei Jiang
,
Ximing Lu
,
Nouha Dziri
,
Tim Althoff
, Yejin Choi
Prometheus: Inducing Fine-Grained Evaluation Capability in Language Models
ICLR 2024 ·
Seungone Kim
,
Jamin Shin
, Yejin Choi,
Joel Jang
,
Shayne Longpre
,
Hwaran Lee
,
Sangdoo Yun
,
Seongjin Shin
,
Sungdong Kim
,
James Thorne
,
Minjoon Seo
Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting
ICLR 2024 ·
Melanie Sclar
, Yejin Choi,
Yulia Tsvetkov
,
Alane Suhr
Selective "Selective Prediction": Reducing Unnecessary Abstention in Vision-Language Reasoning
ACL 2024 ·
Tejas Srinivasan
,
Jack Hessel
,
Tanmay Gupta
,
Bill Yuchen Lin
, Yejin Choi,
Jesse Thomason
,
Khyathi Raghavi Chandu
Structured Chemistry Reasoning with Large Language Models
ICML 2024 ·
Siru Ouyang
,
Zhuosheng Zhang
,
Bing Yan
,
Xuan Liu
, Yejin Choi,
Jiawei Han
,
Lianhui Qin
StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements
EMNLP 2024 ·
Jillian Fisher
,
Skyler Hallinan
,
Ximing Lu
,
Mitchell L. Gordon
,
Zaïd Harchaoui
, Yejin Choi
Symbolic Working Memory Enhances Language Models for Complex Rule Application
EMNLP 2024 ·
Siyuan Wang
,
Zhongyu Wei
, Yejin Choi,
Xiang Ren
Tailoring Self-Rationalizers with Multi-Reward Distillation
ICLR 2024 ·
Sahana Ramnath
,
Brihi Joshi
,
Skyler Hallinan
,
Ximing Lu
,
Liunian Harold Li
,
Aaron Chan
,
Jack Hessel
, Yejin Choi,
Xiang Ren
The Art of Saying No: Contextual Noncompliance in Language Models
NeurIPS 2024 ·
Faeze Brahman
,
Sachin Kumar
,
Vidhisha Balachandran
,
Pradeep Dasigi
,
Valentina Pyatkin
,
Abhilasha Ravichander
,
Sarah Wiegreffe
,
Nouha Dziri
,
Khyathi Raghavi Chandu
,
Jack Hessel
,
Yulia Tsvetkov
,
Noah A. Smith
, Yejin Choi,
Hanna Hajishirzi
The Generative AI Paradox: "What It Can Create, It May Not Understand"
ICLR 2024 ·
Peter West
,
Ximing Lu
,
Nouha Dziri
,
Faeze Brahman
,
Linjie Li
,
Jena D. Hwang
,
Liwei Jiang
,
Jillian Fisher
,
Abhilasha Ravichander
,
Khyathi Raghavi Chandu
,
Benjamin Newman
,
Pang Wei Koh
,
Allyson Ettinger
, Yejin Choi
The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning
ICLR 2024 ·
Bill Yuchen Lin
,
Abhilasha Ravichander
,
Ximing Lu
,
Nouha Dziri
,
Melanie Sclar
,
Khyathi Raghavi Chandu
,
Chandra Bhagavatula
, Yejin Choi
UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations
NAACL 2024 ·
Wenting Zhao
,
Justin T. Chiu
,
Jena D. Hwang
,
Faeze Brahman
,
Jack Hessel
,
Sanjiban Choudhury
, Yejin Choi,
Xiang Li
,
Alane Suhr
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback
NeurIPS 2024 ·
Hamish Ivison
,
Yizhong Wang
,
Jiacheng Liu
,
Zeqiu Wu
,
Valentina Pyatkin
,
Nathan Lambert
,
Noah A. Smith
, Yejin Choi,
Hanna Hajishirzi
Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties
AAAI 2024 ·
Taylor Sorensen
,
Liwei Jiang
,
Jena D. Hwang
,
Sydney Levine
,
Valentina Pyatkin
,
Peter West
,
Nouha Dziri
,
Ximing Lu
,
Kavel Rao
,
Chandra Bhagavatula
,
Maarten Sap
,
John Tasioulas
, Yejin Choi
WildChat: 1M ChatGPT Interaction Logs in the Wild
ICLR 2024 ·
Wenting Zhao
,
Xiang Ren
,
Jack Hessel
,
Claire Cardie
, Yejin Choi,
Yuntian Deng
WildGuard: Open One-stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs
NeurIPS 2024 ·
Seungju Han
,
Kavel Rao
,
Allyson Ettinger
,
Liwei Jiang
,
Bill Yuchen Lin
,
Nathan Lambert
, Yejin Choi,
Nouha Dziri
WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models
NeurIPS 2024 ·
Liwei Jiang
,
Kavel Rao
,
Seungju Han
,
Allyson Ettinger
,
Faeze Brahman
,
Sachin Kumar
,
Niloofar Mireshghallah
,
Ximing Lu
,
Maarten Sap
, Yejin Choi,
Nouha Dziri
WildVis: Open Source Visualizer for Million-Scale Chat Logs in the Wild
EMNLP 2024 ·
Yuntian Deng
,
Wenting Zhao
,
Jack Hessel
,
Xiang Ren
,
Claire Cardie
, Yejin Choi
WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences
NeurIPS 2024 ·
Yujie Lu
,
Dongfu Jiang
,
Wenhu Chen
,
William Yang Wang
, Yejin Choi,
Bill Yuchen Lin