temporal generalization

Task-Aware Retrieval Augmentation for Dynamic Recommendation AAAI 2026 Test-Time Adaptation for Video Highlight Detection Using Meta-Auxiliary Learning and Cross-Modality Hallucinations WACV 2026 Validator-Guided Hard Negative Mining for Masked Language Modeling in Low-Resource Ancient Languages ACL 2026 Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle ICML 2025 Is Your LLM Outdated? A Deep Look at Temporal Generalization NAACL 2025 Language Models Lack Temporal Generalization and Bigger is Not Better ACL 2025 Learning Time-Aware Causal Representation for Model Generalization in Evolving Domains ICML 2025 LexTempus: Enhancing Temporal Generalizability of Legal Language Models Through Dynamic Mixture of Experts ACL 2025 TripleFact: Defending Data Contamination in the Evaluation of LLM-driven Fake News Detection ACL 2025 A Systematic Analysis on the Temporal Generalization of Language Models in Social Media ACL 2024 ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks ACL 2024 Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling NeurIPS 2024 Temporal Generalization Estimation in Evolving Graphs ICLR 2024 Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization EMNLP 2023 Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023? ACL 2023 Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change EMNLP 2022 Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora ACL 2022 Temporal Generalization for Spoken Language Understanding NAACL 2022 Towards Robust Named Entity Recognition via Temporal Domain Adaptation and Entity Context Understanding AAAI 2022 Mind the Gap: Assessing Temporal Generalization in Neural Language Models NeurIPS 2021 Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time NeurIPS 2021