temporal reasoning

Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs CVPR 2025 Burn After Reading: Do Multimodal Large Language Models Truly Capture Order of Events in Image Sequences? ACL 2025 Can Language Models Handle a Non-Gregorian Calendar? The Case of the Japanese wareki IJCNLP 2025 Can you SPLICE it together? A Human Curated Benchmark for Probing Visual Reasoning in VLMs EMNLP 2025 ChronoFact: Timeline-based Temporal Fact Verification IJCAI 2025 ChronoSense: Exploring Temporal Understanding in Large Language Models with Time Intervals of Events ACL 2025 Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model CVPR 2025 ComplexTempQA: A 100m Dataset for Complex Temporal Question Answering EMNLP 2025 Counterfactual-Consistency Prompting for Relative Temporal Understanding in Large Language Models ACL 2025 Date Fragments: A Hidden Bottleneck of Tokenization for Temporal Reasoning EMNLP 2025 DateLogicQA: Benchmarking Temporal Biases in Large Language Models NAACL 2025 Deep Temporal Reasoning in Video Language Models: A Cross-Linguistic Evaluation of Action Duration and Completion through Perfect Times ACL 2025 Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs ACL 2025 DiffVsgg: Diffusion-Driven Online Video Scene Graph Generation CVPR 2025 Discrete Minds in a Continuous World: Do Language Models Know Time Passes? EMNLP 2025 Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025 Dynamic Group Detection using VLM-augmented Temporal Groupness Graph ICCV 2025 Enhancing Temporal Understanding in Audio Question Answering for Large Audio Language Models NAACL 2025 Enhancing Temporal Understanding in LLMs for Semi-structured Tables NAACL 2025 EventRAG: Enhancing LLM Generation with Event Knowledge Graphs ACL 2025 EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge ACL 2025 Exploring Large Language Models’ World Perception: A Multi-Dimensional Evaluation through Data Distribution EMNLP 2025 FactTrack: Time-Aware World State Tracking in Story Outlines NAACL 2025 Factual Knowledge in Language Models: Robustness and Anomalies under Simple Temporal Context Variations ACL 2025 FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025