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

On the Fine-Grained Planning Abilities of VLM Web Agents EMNLP 2025

ChronoSense: Exploring Temporal Understanding in Large Language Models with Time Intervals of Events ACL 2025

UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs’ Memorization ACL 2025

Can Language Models Handle a Non-Gregorian Calendar? The Case of the Japanese wareki AACL 2025

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

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

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

DateLogicQA: Benchmarking Temporal Biases in Large Language Models NAACL 2025

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

TRANSIENTTABLES: Evaluating LLMs’ Reasoning on Temporally Evolving Semi-structured Tables NAACL 2025

World Knowledge Resolves Some Aspectual Ambiguity ACL 2025

Enhancing Temporal Understanding in LLMs for Semi-structured Tables NAACL 2025

STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding CVPR 2025

ODTrack: Online Dense Temporal Token Learning for Visual Tracking AAAI 2024

Temporal Knowledge Question Answering via Abstract Reasoning Induction ACL 2024

TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation ACL 2024

Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph Embedding COLING 2024

Sequential and Repetitive Pattern Learning for Temporal Knowledge Graph Reasoning COLING 2024

Hyperbolic Graph Neural Network for Temporal Knowledge Graph Completion COLING 2024

An Event-based Abductive Learning for Hard Time-sensitive Question Answering COLING 2024

Can Vision-Language Models Be a Good Guesser? Exploring VLMs for Times and Location Reasoning WACV 2024

Prior Knowledge-Guided Adversarial Training ACL 2024

TRAM: Benchmarking Temporal Reasoning for Large Language Models ACL 2024

DocScript: Document-level Script Event Prediction COLING 2024

Human Temporal Inferences Go Beyond Aspectual Class EACL 2024