Image de couverture de livre

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Fu, Zihang, Li, Fanxiao, Gu, Jianyang, Wang, Haonan, Nakov, Preslav, Hooi, Bryan, Kan, Min-Yen, Wu, Jiaying
Format:	Preprint
Publié:	2026
Sujets:	Computation and Language Social and Information Networks
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation
par: Wu, Jiaying, et autres
Publié: (2025)

Seeing Through Deception: Uncovering Misleading Creator Intent in Multimodal News with Vision-Language Models
par: Wu, Jiaying, et autres
Publié: (2025)

FlowSteer: Prompt-Only Workflow Steering Exposes Planning-Time Vulnerabilities in Multi-Agent LLM Systems
par: Li, Fanxiao, et autres
Publié: (2026)

The Facade of Truth: Uncovering and Mitigating LLM Susceptibility to Deceptive Evidence
par: Wan, Herun, et autres
Publié: (2026)

Zombie Agents: Persistent Control of Self-Evolving LLM Agents via Self-Reinforcing Injections
par: Yang, Xianglin, et autres
Publié: (2026)

Grounding Fallacies Misrepresenting Scientific Publications in Evidence
par: Glockner, Max, et autres
Publié: (2024)

TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning
par: Lu, Xinyuan, et autres
Publié: (2024)

Conversation for Non-verifiable Learning: Self-Evolving LLMs through Meta-Evaluation
par: Sui, Yuan, et autres
Publié: (2026)

What's Left Unsaid? Detecting and Correcting Misleading Omissions in Multimodal News Previews
par: Li, Fanxiao, et autres
Publié: (2026)

APEX: Autonomous Policy Exploration for Self-Evolving LLM Agents
par: Li, Yibo, et autres
Publié: (2026)

Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks
par: Wu, Jiaying, et autres
Publié: (2023)

CMIE: Combining MLLM Insights with External Evidence for Explainable Out-of-Context Misinformation Detection
par: Li, Fanxiao, et autres
Publié: (2025)

Fast or Better? Balancing Accuracy and Cost in Retrieval-Augmented Generation with Flexible User Control
par: Su, Jinyan, et autres
Publié: (2025)

EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle
par: Wu, Rong, et autres
Publié: (2025)

Arabic Dataset for LLM Safeguard Evaluation
par: Ashraf, Yasser, et autres
Publié: (2024)

SkyLadder: Better and Faster Pretraining via Context Window Scheduling
par: Zhu, Tongyao, et autres
Publié: (2025)

GitSearch: Enhancing Community Notes Generation with Gap-Informed Targeted Search
par: Singh, Sahajpreet, et autres
Publié: (2026)

Multi-Sourced, Multi-Agent Evidence Retrieval for Fact-Checking
par: Gong, Shuzhi, et autres
Publié: (2026)

Reasoning Resides in Layers: Restoring Temporal Reasoning in Video-Language Models with Layer-Selective Merging
par: Fu, Zihang, et autres
Publié: (2026)

Enhancing Multi-Agent Debate System Performance via Confidence Expression
par: Lin, Zijie, et autres
Publié: (2025)

HALF: Harm-Aware LLM Fairness Evaluation Aligned with Deployment
par: Mekky, Ali, et autres
Publié: (2025)

ConfTuner: Training Large Language Models to Express Their Confidence Verbally
par: Li, Yibo, et autres
Publié: (2025)

Beyond "Not Novel Enough": Enriching Scholarly Critique with LLM-Assisted Feedback
par: Afzal, Osama Mohammed, et autres
Publié: (2025)

DUAL-Bench: Measuring Over-Refusal and Robustness in Vision-Language Models
par: Ren, Kaixuan, et autres
Publié: (2025)

From Chaos to Clarity: Claim Normalization to Empower Fact-Checking
par: Sundriyal, Megha, et autres
Publié: (2023)

Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition
par: Alhindi, Tariq, et autres
Publié: (2023)

Rethinking STS and NLI in Large Language Models
par: Wang, Yuxia, et autres
Publié: (2023)

CoDet-M4: Detecting Machine-Generated Code in Multi-Lingual, Multi-Generator and Multi-Domain Settings
par: Orel, Daniil, et autres
Publié: (2025)

DenoiseRank: Learning to Rank by Diffusion Models
par: Wang, Ying, et autres
Publié: (2026)

Adapting Fake News Detection to the Era of Large Language Models
par: Su, Jinyan, et autres
Publié: (2023)

Corpus Poisoning via Approximate Greedy Gradient Descent
par: Su, Jinyan, et autres
Publié: (2024)

Can Code Outlove Blood? An LLM-based VR Experience to Prompt Reflection on Parental Verbal Abuse
par: Fu, Jiaying, et autres
Publié: (2025)

DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding
par: Suri, Manan, et autres
Publié: (2024)

EXG: Self-Evolving Agents with Experience Graphs
par: Jin, Yuxin, et autres
Publié: (2026)

Health-ORSC-Bench: A Benchmark for Measuring Over-Refusal and Safety Completion in Health Context
par: Zhang, Zhihao, et autres
Publié: (2026)

Drifting Away from Truth: GenAI-Driven News Diversity Challenges LVLM-Based Misinformation Detection
par: Li, Fanxiao, et autres
Publié: (2025)

EVE-Agent: Evidence-Verifiable Self-Evolving Agents
par: Arai, Yamato, et autres
Publié: (2026)

EvoGround: Self-Evolving Video Agents for Video Temporal Grounding
par: Jung, Minjoon, et autres
Publié: (2026)

ClinNoteAgents: An LLM Multi-Agent System for Predicting and Interpreting Heart Failure 30-Day Readmission from Clinical Notes
par: Zhou, Rongjia, et autres
Publié: (2025)

UnsafeChain: Enhancing Reasoning Model Safety via Hard Cases
par: Tomar, Raj Vardhan, et autres
Publié: (2025)