Xuhui Zhou
25 papers · 2020–2025 · 9 venues · across top CS/AI venues
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(16)
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(3)
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Prolific Year Β· Productive
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(5)
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Research topics
Artificial Intelligence
(22)
Core AI
(22)
Natural Language Processing
(13)
Machine Learning
(11)
Applications
(8)
Application Areas
(7)
Deep Learning
(5)
Core Methods
(4)
Resources & Methods
(4)
Learning Types Β· Machine Learning
(3)
Interdisciplinary
(2)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Social
(2)
Keywords
large language model
(13)
toxic language detection
(3)
theory of mind
(3)
text classification
(3)
multi-agent system
(3)
contextual integrity
(2)
commonsense reasoning
(2)
question answering
(2)
social simulation
(2)
pre-trained language model
(2)
benchmark evaluation
(2)
dialogue generation
(2)
commonsense knowledge
(1)
text generation
(1)
constrained generation
(1)
model evaluation
(1)
direct preference optimization
(1)
image generation
(1)
text alignment
(1)
conversational ai
(1)
Papers
1-2-3 Check: Enhancing Contextual Privacy in LLM via Multi-Agent Reasoning
ACL 2025
AI-LieDar : Examine the Trade-off Between Utility and Truthfulness in LLM Agents
NAACL 2025
AutoPresent: Designing Structured Visuals from Scratch
CVPR 2025
BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data
ACL 2025
Bridging the Data Provenance Gap Across Text, Speech, and Video
ICLR 2025
On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents
ICML 2025
SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation
NAACL 2025
Words Like Knives: Backstory-Personalized Modeling and Detection of Violent Communication
EMNLP 2025
Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory
ICLR 2024
Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models
EACL 2024
Consent in Crisis: The Rapid Decline of the AI Data Commons
NeurIPS 2024
Is this the real life? Is this just fantasy? The Misleading Success of Simulating Social Interactions With LLMs
EMNLP 2024
SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents
ICLR 2024
WebArena: A Realistic Web Environment for Building Autonomous Agents
ICLR 2024
COBRA Frames: Contextual Reasoning about Effects and Harms of Offensive Statements
ACL 2023
Donβt Take This Out of Context!: On the Need for Contextual Models and Evaluations for Stylistic Rewriting
EMNLP 2023
FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions
EMNLP 2023
Learning to translate by learning to communicate
EMNLP 2023
Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection
NAACL 2022
Extracting and Inferring Personal Attributes from Dialogue
ACL 2022
Challenges in Automated Debiasing for Toxic Language Detection
EACL 2021
Evaluating Commonsense in Pre-Trained Language Models
AAAI 2020
Linguistically-Informed Transformations (LIT): A Method for Automatically Generating Contrast Sets
EMNLP 2020
Multilevel Text Alignment with Cross-Document Attention
EMNLP 2020
RPD: A Distance Function Between Word Embeddings
ACL 2020