temporal reasoning

302 papers

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TR

Co-occurring keywords

large language model (12755) video understanding (1647) question answering (2904) temporal knowledge graph (128) multimodal learning (4622) video question answering (195) knowledge graph (1795) benchmark evaluation (1539) graph neural network (3945) link prediction (620)

Papers

InfiniBench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and TV Shows EMNLP 2025

OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding? CVPR 2025

LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant CVPR 2025

SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation CVPR 2025

Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs CVPR 2025

Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource Languages AAAI 2025

Logic Induced High-Order Reasoning Network for Event-Event Relation Extraction AAAI 2025

Advancements in AI for Reasoning with Complex Data AAAI 2025

TRKT: Weakly Supervised Dynamic Scene Graph Generation with Temporal-enhanced Relation-aware Knowledge Transferring ICCV 2025

Punching Bag vs. Punching Person: Motion Transferability in Videos ICCV 2025

Goal-Driven Reasoning in DatalogMTL with Magic Sets AAAI 2025

VITED: Video Temporal Evidence Distillation CVPR 2025

FactTrack: Time-Aware World State Tracking in Story Outlines NAACL 2025

Temporal reasoning for timeline summarisation in social media ACL 2025

SCVBench: A Benchmark with Multi-turn Dialogues for Story-Centric Video Understanding IJCAI 2025

DateLogicQA: Benchmarking Temporal Biases in Large Language Models NAACL 2025

Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025

Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models ACL 2025

Towards Lifelong Dialogue Agents via Timeline-based Memory Management NAACL 2025

ChronoFact: Timeline-based Temporal Fact Verification IJCAI 2025

Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States ACL 2025

Factual Knowledge in Language Models: Robustness and Anomalies under Simple Temporal Context Variations ACL 2025

Measuring temporal effects of agent knowledge by date-controlled tool use ACL 2025

Omnia de EgoTempo: Benchmarking Temporal Understanding of Multi-Modal LLMs in Egocentric Videos CVPR 2025

Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement ACL 2025