Cover Image

Multimodal Fact-Level Attribution for Verifiable Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wan, David, Wang, Han, Wang, Ziyang, Stengel-Eskin, Elias, Lee, Hyunji, Bansal, Mohit
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MERRIN: A Benchmark for Multimodal Evidence Retrieval and Reasoning in Noisy Web Environments
by: Wang, Han, et al.
Published: (2026)

GrAInS: Gradient-based Attribution for Inference-Time Steering of LLMs and VLMs
by: Nguyen, Duy, et al.
Published: (2025)

Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models
by: Prasad, Archiki, et al.
Published: (2023)

RotBench: Evaluating Multimodal Large Language Models on Identifying Image Rotation
by: Niu, Tianyi, et al.
Published: (2025)

CAPTURe: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting
by: Pothiraj, Atin, et al.
Published: (2025)

Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training
by: Wan, David, et al.
Published: (2024)

VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
by: Wang, Ziyang, et al.
Published: (2024)

DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning
by: Sivakumaran, Nithin, et al.
Published: (2025)

See It from My Perspective: How Language Affects Cultural Bias in Image Understanding
by: Ananthram, Amith, et al.
Published: (2024)

CLaMR: Contextualized Late-Interaction for Multimodal Content Retrieval
by: Wan, David, et al.
Published: (2025)

MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation
by: Yu, Shoubin, et al.
Published: (2025)

EgoMemReason: A Memory-Driven Reasoning Benchmark for Long-Horizon Egocentric Video Understanding
by: Wang, Ziyang, et al.
Published: (2026)

GenerationPrograms: Fine-grained Attribution with Executable Programs
by: Wan, David, et al.
Published: (2025)

Generalized Correctness Models: Learning Calibrated and Model-Agnostic Correctness Predictors from Historical Patterns
by: Xiao, Hanqi, et al.
Published: (2025)

CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion
by: Yu, Shoubin, et al.
Published: (2024)

Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning
by: Wang, Ziyang, et al.
Published: (2025)

PoSh: Using Scene Graphs To Guide LLMs-as-a-Judge For Detailed Image Descriptions
by: Ananthram, Amith, et al.
Published: (2025)

Balancing Faithfulness and Performance in Reasoning via Multi-Listener Soft Execution
by: Sivakumaran, Nithin, et al.
Published: (2026)

Retrieval-Augmented Generation with Conflicting Evidence
by: Wang, Han, et al.
Published: (2025)

Video-Skill-CoT: Skill-based Chain-of-Thoughts for Domain-Adaptive Video Reasoning
by: Lee, Daeun, et al.
Published: (2025)

LACIE: Listener-Aware Finetuning for Confidence Calibration in Large Language Models
by: Stengel-Eskin, Elias, et al.
Published: (2024)

Teaching Models to Balance Resisting and Accepting Persuasion
by: Stengel-Eskin, Elias, et al.
Published: (2024)

Language Models Identify Ambiguities and Exploit Loopholes
by: Choi, Jio, et al.
Published: (2025)

Multi-Attribute Steering of Language Models via Targeted Intervention
by: Nguyen, Duy, et al.
Published: (2025)

Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents
by: Lin, Han, et al.
Published: (2025)

Soft Self-Consistency Improves Language Model Agents
by: Wang, Han, et al.
Published: (2024)

UPCORE: Utility-Preserving Coreset Selection for Balanced Unlearning
by: Patil, Vaidehi, et al.
Published: (2025)

The Sum Leaks More Than Its Parts: Compositional Privacy Risks and Mitigations in Multi-Agent Collaboration
by: Patil, Vaidehi, et al.
Published: (2025)

Generative Universal Verifier as Multimodal Meta-Reasoner
by: Zhang, Xinchen, et al.
Published: (2025)

Playing Along: Learning a Double-Agent Defender for Belief Steering via Theory of Mind
by: Xiao, Hanqi, et al.
Published: (2026)

MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration
by: Wan, David, et al.
Published: (2025)

Training-free Guidance in Text-to-Video Generation via Multimodal Planning and Structured Noise Initialization
by: Li, Jialu, et al.
Published: (2025)

Hierarchy-Aware Multimodal Unlearning for Medical AI
by: Wu, Fengli, et al.
Published: (2025)

DreamRunner: Fine-Grained Compositional Story-to-Video Generation with Retrieval-Augmented Motion Adaptation
by: Wang, Zun, et al.
Published: (2024)

TimeRefine: Temporal Grounding with Time Refining Video LLM
by: Wang, Xizi, et al.
Published: (2024)

Self-Correcting Text-to-Video Generation with Misalignment Detection and Localized Refinement
by: Lee, Daeun, et al.
Published: (2024)

Are language models rational? The case of coherence norms and belief revision
by: Hofweber, Thomas, et al.
Published: (2024)

When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning
by: Yu, Shoubin, et al.
Published: (2026)

ReGAL: Refactoring Programs to Discover Generalizable Abstractions
by: Stengel-Eskin, Elias, et al.
Published: (2024)

RACCooN: A Versatile Instructional Video Editing Framework with Auto-Generated Narratives
by: Yoon, Jaehong, et al.
Published: (2024)