temporal reasoning

OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding? CVPR 2025 Perceive the Passage of Time: A Systematic Evaluation of Large Language Model in Temporal Relativity COLING 2025 Punching Bag vs. Punching Person: Motion Transferability in Videos ICCV 2025 R2A-TLS: Reflective Retrieval-Augmented Timeline Summarization with Causal-Semantic Integration EMNLP 2025 RASTeR: Robust, Agentic, and Structured Temporal Reasoning IJCNLP 2025 RoboAnnotatorX: A Comprehensive and Universal Annotation Framework for Accurate Understanding of Long-horizon Robot Demonstration ICCV 2025 Robust Table Information Extraction from Sustainability Reports: A Time-Aware Hybrid Two-Step Approach ACL 2025 Sable: a Performant, Efficient and Scalable Sequence Model for MARL ICML 2025 SCVBench: A Benchmark with Multi-turn Dialogues for Story-Centric Video Understanding IJCAI 2025 STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding CVPR 2025 SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding ICLR 2025 SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation CVPR 2025 Synergizing Multimodal Temporal Knowledge Graphs and Large Language Models for Social Relation Recognition EMNLP 2025 TCP: a Benchmark for Temporal Constraint-Based Planning EMNLP 2025 Temporal reasoning for timeline summarisation in social media ACL 2025 Temporal Reasoning Transfer from Text to Video ICLR 2025 Temporal Referential Consistency: Do LLMs Favor Sequences Over Absolute Time References? EMNLP 2025 Temporal Specification Optimisation for the Event Calculus AAAI 2025 TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data ICLR 2025 Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning ICLR 2025 The Devil is in Temporal Token: High Quality Video Reasoning Segmentation CVPR 2025 The Power of Simplicity in LLM-Based Event Forecasting ACL 2025 Time After Time: Deep-Q Effect Estimation for Interventions on When and What to do ICLR 2025 Time-aware ReAct Agent for Temporal Knowledge Graph Question Answering NAACL 2025 Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement ACL 2025