VILLAIN at AVerImaTeC: Verifying Image-Text Claims via Multi-Agent Collaboration
Fuente:
arXiv
Saved in:
| Main Authors: | Jung, Jaeyoon, Yoon, Yejun, Park, Kunwoo |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World Claims
by: Yoon, Yejun, et al.
Published: (2024)
by: Yoon, Yejun, et al.
Published: (2024)
The Automatic Verification of Image-Text Claims (AVerImaTeC) Shared Task
by: Cao, Rui, et al.
Published: (2026)
by: Cao, Rui, et al.
Published: (2026)
AVerImaTeC: A Dataset for Automatic Verification of Image-Text Claims with Evidence from the Web
by: Cao, Rui, et al.
Published: (2025)
by: Cao, Rui, et al.
Published: (2025)
Is a Picture Worth a Thousand Words? Adaptive Multimodal Fact-Checking with Visual Evidence Necessity
by: Jung, Jaeyoon, et al.
Published: (2026)
by: Jung, Jaeyoon, et al.
Published: (2026)
Team HUMANE at AVeriTeC 2025: HerO 2 for Efficient Fact Verification
by: Yoon, Yejun, et al.
Published: (2025)
by: Yoon, Yejun, et al.
Published: (2025)
AIC CTU@AVerImaTeC: dual-retriever RAG for image-text fact checking
by: Ullrich, Herbert, et al.
Published: (2026)
by: Ullrich, Herbert, et al.
Published: (2026)
Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion
by: Yoon, Yejun, et al.
Published: (2025)
by: Yoon, Yejun, et al.
Published: (2025)
Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability
by: Yoon, Yejun, et al.
Published: (2024)
by: Yoon, Yejun, et al.
Published: (2024)
RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents
by: Wang, Peisong, et al.
Published: (2025)
by: Wang, Peisong, et al.
Published: (2025)
Verifying Rumors via Stance-Aware Structural Modeling
by: Nkhata, Gibson, et al.
Published: (2025)
by: Nkhata, Gibson, et al.
Published: (2025)
Beyond Brainstorming: What Drives High-Quality Scientific Ideas? Lessons from Multi-Agent Collaboration
by: Chen, Nuo, et al.
Published: (2025)
by: Chen, Nuo, et al.
Published: (2025)
CLST: Cold-Start Mitigation in Knowledge Tracing by Aligning a Generative Language Model as a Students' Knowledge Tracer
by: Jung, Heeseok, et al.
Published: (2024)
by: Jung, Heeseok, et al.
Published: (2024)
MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents
by: Zhu, Kunlun, et al.
Published: (2025)
by: Zhu, Kunlun, et al.
Published: (2025)
Piecing It All Together: Verifying Multi-Hop Multimodal Claims
by: Wang, Haoran, et al.
Published: (2024)
by: Wang, Haoran, et al.
Published: (2024)
Transforming Competition into Collaboration: The Revolutionary Role of Multi-Agent Systems and Language Models in Modern Organizations
by: Cruz, Carlos Jose Xavier
Published: (2024)
by: Cruz, Carlos Jose Xavier
Published: (2024)
EduAgentQG: A Multi-Agent Workflow Framework for Personalized Question Generation
by: Jia, Rui, et al.
Published: (2025)
by: Jia, Rui, et al.
Published: (2025)
War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars
by: Hua, Wenyue, et al.
Published: (2023)
by: Hua, Wenyue, et al.
Published: (2023)
From Labor to Collaboration: A Methodological Experiment Using AI Agents to Augment Research Perspectives in Taiwan's Humanities and Social Sciences
by: Huang, Yi-Chih
Published: (2026)
by: Huang, Yi-Chih
Published: (2026)
KOFFVQA: An Objectively Evaluated Free-form VQA Benchmark for Large Vision-Language Models in the Korean Language
by: Kim, Yoonshik, et al.
Published: (2025)
by: Kim, Yoonshik, et al.
Published: (2025)
Medical Hallucinations in Foundation Models and Their Impact on Healthcare
by: Kim, Yubin, et al.
Published: (2025)
by: Kim, Yubin, et al.
Published: (2025)
ChatGPT Rates Natural Language Explanation Quality Like Humans: But on Which Scales?
by: Huang, Fan, et al.
Published: (2024)
by: Huang, Fan, et al.
Published: (2024)
Exploring Communication Strategies for Collaborative LLM Agents in Mathematical Problem-Solving
by: Zhang, Liang, et al.
Published: (2025)
by: Zhang, Liang, et al.
Published: (2025)
LLM Agents Predict Social Media Reactions but Do Not Outperform Text Classifiers: Benchmarking Simulation Accuracy Using 120K+ Personas of 1511 Humans
by: Bojic, Ljubisa, et al.
Published: (2026)
by: Bojic, Ljubisa, et al.
Published: (2026)
neuralFOMO: Can LLMs Handle Being Second Best? Measuring Envy-Like Preferences in Multi-Agent Settings
by: Ramamoorthy, Arnav, et al.
Published: (2025)
by: Ramamoorthy, Arnav, et al.
Published: (2025)
Grounding Text Embeddings in Stakeholder Associations
by: Rystrøm, Jonathan, et al.
Published: (2026)
by: Rystrøm, Jonathan, et al.
Published: (2026)
Luminol-AIDetect: Fast Zero-shot Machine-Generated Text Detection based on Perplexity under Text Shuffling
by: La Cava, Lucio, et al.
Published: (2026)
by: La Cava, Lucio, et al.
Published: (2026)
Susceptibility of Large Language Models to User-Driven Factors in Medical Queries
by: Lim, Kyung Ho, et al.
Published: (2025)
by: Lim, Kyung Ho, et al.
Published: (2025)
SafeMCP: Proactive Power Regulation for LLM Agent Defense via Environment-Grounded Look-Ahead Reasoning
by: Wang, Lichao, et al.
Published: (2026)
by: Wang, Lichao, et al.
Published: (2026)
The High Cost of Incivility: Quantifying Interaction Inefficiency via Multi-Agent Monte Carlo Simulations
by: Mangold, Benedikt
Published: (2025)
by: Mangold, Benedikt
Published: (2025)
ClaimIQ at CheckThat! 2025: Comparing Prompted and Fine-Tuned Language Models for Verifying Numerical Claims
by: Anik, Anirban Saha, et al.
Published: (2025)
by: Anik, Anirban Saha, et al.
Published: (2025)
Human-AI Collaboration or Academic Misconduct? Measuring AI Use in Student Writing Through Stylometric Evidence
by: Oliveira, Eduardo Araujo, et al.
Published: (2025)
by: Oliveira, Eduardo Araujo, et al.
Published: (2025)
Conformity and Social Impact on AI Agents
by: Bellina, Alessandro, et al.
Published: (2026)
by: Bellina, Alessandro, et al.
Published: (2026)
Self-Explanation in Social AI Agents
by: Basappa, Rhea, et al.
Published: (2025)
by: Basappa, Rhea, et al.
Published: (2025)
Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement
by: Kersting, Nicholas S., et al.
Published: (2026)
by: Kersting, Nicholas S., et al.
Published: (2026)
Leveraging Prompts in LLMs to Overcome Imbalances in Complex Educational Text Data
by: McClure, Jeanne, et al.
Published: (2024)
by: McClure, Jeanne, et al.
Published: (2024)
Decoupling Content and Expression: Two-Dimensional Detection of AI-Generated Text
by: Bao, Guangsheng, et al.
Published: (2025)
by: Bao, Guangsheng, et al.
Published: (2025)
SHIELD: Evaluation and Defense Strategies for Copyright Compliance in LLM Text Generation
by: Liu, Xiaoze, et al.
Published: (2024)
by: Liu, Xiaoze, et al.
Published: (2024)
Multimodal Multi-Agent Empowered Legal Judgment Prediction
by: Kang, Zhaolu, et al.
Published: (2026)
by: Kang, Zhaolu, et al.
Published: (2026)
From Text to Multimodality: Exploring the Evolution and Impact of Large Language Models in Medical Practice
by: Niu, Qian, et al.
Published: (2024)
by: Niu, Qian, et al.
Published: (2024)
Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models
by: Abraham, Louis, et al.
Published: (2024)
by: Abraham, Louis, et al.
Published: (2024)
Similar Items
-
HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World Claims
by: Yoon, Yejun, et al.
Published: (2024) -
The Automatic Verification of Image-Text Claims (AVerImaTeC) Shared Task
by: Cao, Rui, et al.
Published: (2026) -
AVerImaTeC: A Dataset for Automatic Verification of Image-Text Claims with Evidence from the Web
by: Cao, Rui, et al.
Published: (2025) -
Is a Picture Worth a Thousand Words? Adaptive Multimodal Fact-Checking with Visual Evidence Necessity
by: Jung, Jaeyoon, et al.
Published: (2026) -
Team HUMANE at AVeriTeC 2025: HerO 2 for Efficient Fact Verification
by: Yoon, Yejun, et al.
Published: (2025)