temporal shift

STRNet: Visual Navigation with Spatio-Temporal Representation through Dynamic Graph Aggregation CVPR 2026 Examining and Adapting Time for Multilingual Classification via Mixture of Temporal Experts NAACL 2025 Temporal Dynamics in Visual Data: Analyzing the Impact of Time on Classification Accuracy WACV 2025 A Pretrainer’s Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity NAACL 2024 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 PILOT: Legal Case Outcome Prediction with Case Law NAACL 2024 Temporally and Distributionally Robust Optimization for Cold-Start Recommendation AAAI 2024 Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake News Detection ACL 2023 Physics Guided Neural Networks for Time-Aware Fairness: An Application in Crop Yield Prediction AAAI 2023 Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP EMNLP 2023 Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts AACL 2022 Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time NeurIPS 2022 Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation Models ACL 2019 Examining Temporality in Document Classification ACL 2018 Sentiment analysis under temporal shift EMNLP 2018 Adversarial Adaptation of Synthetic or Stale Data ACL 2017