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

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

NeSyA: Neurosymbolic Automata IJCAI 2025

MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational Agents NAACL 2025

Time-aware ReAct Agent for Temporal Knowledge Graph Question Answering NAACL 2025

Goal-Driven Reasoning in DatalogMTL with Magic Sets AAAI 2025

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

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

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

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

TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues ACL 2025

Can you SPLICE it together? A Human Curated Benchmark for Probing Visual Reasoning in VLMs EMNLP 2025

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

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

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

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

EventRAG: Enhancing LLM Generation with Event Knowledge Graphs ACL 2025

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

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

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

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

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

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

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

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

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