conftrace_

video summarization

85 papers

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Also known as

VS

Co-occurring keywords

multimodal learning (4645) unsupervised learning (3264) multimodal summarization (36) large language model (13587) video understanding (1658) text summarization (896) video generation (707) video processing (310) attention mechanism (4001) subset selection (90)

Papers

TR-EduVSum: A Turkish-Focused Dataset and Consensus Framework for Educational Video Summarization EACL 2026
KCVR: Knowledge-Centric Video Reconstruction for Structured Pedagogical Summarization via Dynamic Graph Planning ACL 2026
QEVA: A Reference-Free Evaluation Metric for Narrative Video Summarization with Multimodal Question Answering EMNLP 2025
What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations ACL 2025
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation AACL 2025
Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark AAAI 2025
SummDiff: Generative Modeling of Video Summarization with Diffusion ICCV 2025
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation IJCNLP 2025
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs ACL 2025
Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output COLING 2025
Video Summarization with Large Language Models CVPR 2025
Bridging Multimodal and Video Summarization: A Unified Survey EMNLP 2025
V2Xum-LLM: Cross-Modal Video Summarization with Temporal Prompt Instruction Tuning AAAI 2025
Video Summarization Using Denoising Diffusion Probabilistic Model AAAI 2025
From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding EMNLP 2025
MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos CVPR 2024
DeVAn: Dense Video Annotation for Video-Language Models ACL 2024
Scaling Up Video Summarization Pretraining with Large Language Models CVPR 2024
LLMs and NLP for Generalized Learning in AI-Enhanced Educational Videos and Powering Curated Videos with Generative Intelligence EMNLP 2024
CSTA: CNN-based Spatiotemporal Attention for Video Summarization CVPR 2024
UrduMASD: A Multimodal Abstractive Summarization Dataset for Urdu COLING 2024
Previously on ... From Recaps to Story Summarization CVPR 2024
Artificial Intelligence-Driven Video Indexing for Rapid Surveillance Footage Summarization and Review IJCAI 2024
Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization WACV 2023
Video Summarization Leveraging Multimodal Information for Presentations INTERSPEECH 2023