Cover Image

ChainReaction: Causal Chain-Guided Reasoning for Modular and Explainable Causal-Why Video Question Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Parmar, Paritosh, Peh, Eric, Fernando, Basura
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Computation and Language Human-Computer Interaction Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes
by: Parmar, Paritosh, et al.
Published: (2024)

Learning to Visually Connect Actions and their Effects
by: Parmar, Paritosh, et al.
Published: (2024)

NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative
by: Nadeem, Asmar, et al.
Published: (2024)

Android in the Zoo: Chain-of-Action-Thought for GUI Agents
by: Zhang, Jiwen, et al.
Published: (2024)

Designing and Evaluating Chain-of-Hints for Scientific Question Answering
by: Jangra, Anubhav, et al.
Published: (2025)

ScreenQA: Large-Scale Question-Answer Pairs over Mobile App Screenshots
by: Hsiao, Yu-Chung, et al.
Published: (2022)

VideoFDB: Evaluating Full-Duplex Vision-Speech Capabilities in Conversational Agents
by: Mazumdar, Amrita, et al.
Published: (2026)

SiMing-Bench: Evaluating Procedural Correctness from Continuous Interactions in Clinical Skill Videos
by: Huang, Xiyang, et al.
Published: (2026)

A Picture is Worth a Thousand (Correct) Captions: A Vision-Guided Judge-Corrector System for Multimodal Machine Translation
by: Betala, Siddharth, et al.
Published: (2025)

FastPerson: Enhancing Video Learning through Effective Video Summarization that Preserves Linguistic and Visual Contexts
by: Kawamura, Kazuki, et al.
Published: (2024)

Surgment: Segmentation-enabled Semantic Search and Creation of Visual Question and Feedback to Support Video-Based Surgery Learning
by: Wang, Jingying, et al.
Published: (2024)

HMR3D: Hierarchical Multimodal Representation for 3D Scene Understanding with Large Vision-Language Model
by: Li, Chen, et al.
Published: (2025)

History-Aware Reasoning for GUI Agents
by: Wang, Ziwei, et al.
Published: (2025)

EduGage: Methods and Dataset for Sensor-Based Momentary Assessment of Engagement in Self-Guided Video Learning
by: Leng, Zikang, et al.
Published: (2026)

GesGPT: Speech Gesture Synthesis With Text Parsing from ChatGPT
by: Gao, Nan, et al.
Published: (2023)

A Review on Large Language Models for Visual Analytics
by: Agarwal, Navya Sonal, et al.
Published: (2025)

Morae: Proactively Pausing UI Agents for User Choices
by: Peng, Yi-Hao, et al.
Published: (2025)

What Color Scheme is More Effective in Assisting Readers to Locate Information in a Color-Coded Article?
by: Ng, Ho Yin, et al.
Published: (2024)

UI-E2I-Synth: Advancing GUI Grounding with Large-Scale Instruction Synthesis
by: Liu, Xinyi, et al.
Published: (2025)

GPT-5 Model Corrected GPT-4V's Chart Reading Errors, Not Prompting
by: Yang, Kaichun, et al.
Published: (2025)

GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents
by: Luo, Run, et al.
Published: (2025)

Deciphering Emotions in Children Storybooks: A Comparative Analysis of Multimodal LLMs in Educational Applications
by: Asseri, Bushra, et al.
Published: (2025)

CHART-6: Human-Centered Evaluation of Data Visualization Understanding in Vision-Language Models
by: Verma, Arnav, et al.
Published: (2025)

UIClip: A Data-driven Model for Assessing User Interface Design
by: Wu, Jason, et al.
Published: (2024)

Long-Term Ad Memorability: Understanding & Generating Memorable Ads
by: SI, Harini, et al.
Published: (2023)

True (VIS) Lies: Analyzing How Generative AI Recognizes Intentionality, Rhetoric, and Misleadingness in Visualization Lies
by: Blasilli, Graziano, et al.
Published: (2026)

OS-ATLAS: A Foundation Action Model for Generalist GUI Agents
by: Wu, Zhiyong, et al.
Published: (2024)

Computer-Use Agents as Judges for Generative User Interface
by: Lin, Kevin Qinghong, et al.
Published: (2025)

Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support Setting
by: Kayser, Maxime, et al.
Published: (2024)

What They Saw, Not Just Where They Looked: Semantic Scanpath Similarity via VLMs and NLP metric
by: Kerkouri, Mohamed Amine, et al.
Published: (2026)

SpatialViz-Bench: A Cognitively-Grounded Benchmark for Diagnosing Spatial Visualization in MLLMs
by: Wang, Siting, et al.
Published: (2025)

Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs
by: You, Keen, et al.
Published: (2024)

EvoDiagram: Agentic Editable Diagram Creation via Design Expertise Evolution
by: Wang, Tianfu, et al.
Published: (2026)

Proactive Assistant Dialogue Generation from Streaming Egocentric Videos
by: Zhang, Yichi, et al.
Published: (2025)

Can Large Language Models Capture Video Game Engagement?
by: Melhart, David, et al.
Published: (2025)

Smoothing Grounding and Reasoning for MLLM-Powered GUI Agents with Query-Oriented Pivot Tasks
by: Wu, Zongru, et al.
Published: (2025)

Code2Video: A Code-centric Paradigm for Educational Video Generation
by: Chen, Yanzhe, et al.
Published: (2025)

CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering
by: Zhang, Mingfang, et al.
Published: (2026)

Human-AI Collaboration and Explainability for 2D/3D Registration Quality Assurance
by: Cho, Sue Min, et al.
Published: (2025)

Navi-plus: Managing Ambiguous GUI Navigation Tasks with Follow-up Questions
by: Cheng, Ziming, et al.
Published: (2025)