:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Gu, Yimeng, Tong, Zhao, Castro, Ignacio, Wu, Shu, Tyson, Gareth
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Multimedia
Online Access:	https://arxiv.org/abs/2505.22517
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Learning Domain-Invariant Features for Out-of-Context News Detection
by: Gu, Yimeng, et al.
Published: (2024)

CMIE: Combining MLLM Insights with External Evidence for Explainable Out-of-Context Misinformation Detection
by: Li, Fanxiao, et al.
Published: (2025)

Distilling Implicit Multimodal Knowledge into Large Language Models for Zero-Resource Dialogue Generation
by: Zhang, Bo, et al.
Published: (2024)

MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations
by: Zhang, Hanlei, et al.
Published: (2024)

FineFake: A Knowledge-Enriched Dataset for Fine-Grained Multi-Domain Fake News Detection
by: Zhou, Ziyi, et al.
Published: (2024)

An Evaluation of Interleaved Instruction Tuning on Semantic Reasoning Performance in an Audio MLLM
by: Liu, Jiawei, et al.
Published: (2025)

Mitigating GenAI-powered Evidence Pollution for Out-of-Context Multimodal Misinformation Detection
by: Yan, Zehong, et al.
Published: (2025)

Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection
by: Zhou, Ziyi, et al.
Published: (2025)

'No' Matters: Out-of-Distribution Detection in Multimodality Long Dialogue
by: Gao, Rena, et al.
Published: (2024)

A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection
by: Hachmeier, Simon, et al.
Published: (2024)

Retrieval-Augmented Multimodal Model for Fake News Detection
by: Li, Yiheng, et al.
Published: (2026)

MMPKUBase: A Comprehensive and High-quality Chinese Multi-modal Knowledge Graph
by: Yi, Xuan, et al.
Published: (2024)

AIM: Let Any Multi-modal Large Language Models Embrace Efficient In-Context Learning
by: Gao, Jun, et al.
Published: (2024)

Traj-MLLM: Can Multimodal Large Language Models Reform Trajectory Data Mining?
by: Liu, Shuo, et al.
Published: (2025)

SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection
by: Qi, Peng, et al.
Published: (2024)

Dual Knowledge-Enhanced Two-Stage Reasoner for Multimodal Dialog Systems
by: Chen, Xiaolin, et al.
Published: (2025)

Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning
by: Lu, Jinghui, et al.
Published: (2025)

Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion
by: Zhao, Yu, et al.
Published: (2024)

Mixture-of-Prompt-Experts for Multi-modal Semantic Understanding
by: Wu, Zichen, et al.
Published: (2024)

RealBench: A Chinese Multi-image Understanding Benchmark Close to Real-world Scenarios
by: Zhao, Fei, et al.
Published: (2025)

MLLM-based Speech Recognition: When and How is Multimodality Beneficial?
by: Guan, Yiwen, et al.
Published: (2025)

Multimodal Multi-turn Conversation Stance Detection: A Challenge Dataset and Effective Model
by: Niu, Fuqiang, et al.
Published: (2024)

TCAN: Text-oriented Cross Attention Network for Multimodal Sentiment Analysis
by: Quan, Weize, et al.
Published: (2024)

CMATH: Cross-Modality Augmented Transformer with Hierarchical Variational Distillation for Multimodal Emotion Recognition in Conversation
by: Zhu, Xiaofei, et al.
Published: (2024)

KMMMU: Evaluation of Massive Multi-discipline Multimodal Understanding in Korean Language and Context
by: Lee, Nahyun, et al.
Published: (2026)

Not All Attention is Needed: Parameter and Computation Efficient Transfer Learning for Multi-modal Large Language Models
by: Wu, Qiong, et al.
Published: (2024)

ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference
by: Chen, Qi, et al.
Published: (2025)

Robust Symbolic Reasoning for Visual Narratives via Hierarchical and Semantically Normalized Knowledge Graphs
by: Chen, Yi-Chun
Published: (2025)

TeleAntiFraud-28k: An Audio-Text Slow-Thinking Dataset for Telecom Fraud Detection
by: Ma, Zhiming, et al.
Published: (2025)

Enhancing Fake News Detection in Social Media via Label Propagation on Cross-modal Tweet Graph
by: Zhao, Wanqing, et al.
Published: (2024)

Medical MLLM is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models
by: Huang, Xijie, et al.
Published: (2024)

MMAPS: End-to-End Multi-Grained Multi-Modal Attribute-Aware Product Summarization
by: Chen, Tao, et al.
Published: (2023)

Lost in Overlap: Exploring Logit-based Watermark Collision in LLMs
by: Luo, Yiyang, et al.
Published: (2024)

Towards Event Extraction from Speech with Contextual Clues
by: Kang, Jingqi, et al.
Published: (2024)

KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation
by: Guan, Ziyi, et al.
Published: (2025)

Knowledge Acquisition Disentanglement for Knowledge-based Visual Question Answering with Large Language Models
by: An, Wenbin, et al.
Published: (2024)

IBMEA: Exploring Variational Information Bottleneck for Multi-modal Entity Alignment
by: Su, Taoyu, et al.
Published: (2024)

SIN-Bench: Tracing Native Evidence Chains in Long-Context Multimodal Scientific Interleaved Literature
by: Ren, Yiming, et al.
Published: (2026)

MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
by: Wang, Chenxi, et al.
Published: (2024)

MAC-SLU: Multi-Intent Automotive Cabin Spoken Language Understanding Benchmark
by: Peng, Yuezhang, et al.
Published: (2025)