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

Temporal reasoning for timeline summarisation in social media ACL 2025

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

GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them? EMNLP 2025

EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge ACL 2025

Deep Temporal Reasoning in Video Language Models: A Cross-Linguistic Evaluation of Action Duration and Completion through Perfect Times ACL 2025

Graph Prompts: Adapting Video Graph for Video Question Answering IJCAI 2025

DateLogicQA: Benchmarking Temporal Biases in Large Language Models NAACL 2025

VRoPE: Rotary Position Embedding for Video Large Language Models EMNLP 2025

EventRAG: Enhancing LLM Generation with Event Knowledge Graphs ACL 2025

ComplexTempQA: A 100m Dataset for Complex Temporal Question Answering EMNLP 2025

VideoComp: Advancing Fine-Grained Compositional and Temporal Alignment in Video-Text Models CVPR 2025

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

Temporal Referential Consistency: Do LLMs Favor Sequences Over Absolute Time References? EMNLP 2025

TCP: a Benchmark for Temporal Constraint-Based Planning EMNLP 2025

No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. AACL 2025

Transformer-Based Temporal Information Extraction and Application: A Review EMNLP 2025

VideoQA-TA: Temporal-Aware Multi-Modal Video Question Answering COLING 2025

RASTeR: Robust, Agentic, and Structured Temporal Reasoning IJCNLP 2025

X-LeBench: A Benchmark for Extremely Long Egocentric Video Understanding EMNLP 2025

LexTime: A Benchmark for Temporal Ordering of Legal Events EMNLP 2025

XFinBench: Benchmarking LLMs in Complex Financial Problem Solving and Reasoning ACL 2025

LVBench: An Extreme Long Video Understanding Benchmark ICCV 2025

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos ICCV 2025

VITED: Video Temporal Evidence Distillation CVPR 2025

A Study into Investigating Temporal Robustness of LLMs ACL 2025