temporal knowledge

Multi-granularity Temporal Knowledge Editing over Large Language Models AAAI 2026 PrevMatch: Revisiting and Maximizing Temporal Knowledge in Semi-Supervised Semantic Segmentation WACV 2026 TempViz: On the Evaluation of Temporal Knowledge in Text-to-Image Models EACL 2026 A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge IJCAI 2025 ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains ICLR 2025 ChronoBias: A Benchmark for Evaluating Time-conditional Group Bias in the Time-sensitive Knowledge of Large Language Models EMNLP 2025 ComplexTempQA: A 100m Dataset for Complex Temporal Question Answering EMNLP 2025 Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information ACL 2025 Generating Long-form Story Using Dynamic Hierarchical Outlining with Memory-Enhancement NAACL 2025 HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation ACL 2025 Measuring temporal effects of agent knowledge by date-controlled tool use ACL 2025 Temporal Alignment of Time Sensitive Facts with Activation Engineering EMNLP 2025 Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA EMNLP 2025 Carpe diem: On the Evaluation of World Knowledge in Lifelong Language Models NAACL 2024 DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models EMNLP 2024 Gradient Localization Improves Lifelong Pretraining of Language Models EMNLP 2024 History Matters: Temporal Knowledge Editing in Large Language Model AAAI 2024 Remember This Event That Year? Assessing Temporal Information and Understanding in Large Language Models EMNLP 2024 Time-aware COMET: A Commonsense Knowledge Model with Temporal Knowledge COLING 2024 Updating Large Language Models’ Memories with Time Constraints EMNLP 2024 RealTime QA: What's the Answer Right Now? NeurIPS 2023 Can Language Models Serve as Temporal Knowledge Bases? EMNLP 2022 Entity Cloze By Date: What LMs Know About Unseen Entities NAACL 2022 TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models EMNLP 2022 Space-Time Distillation for Video Super-Resolution CVPR 2021