Transfer Learning

Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE IJCNLP 2025 Reliable and Diverse Hierarchical Adapter for Zero-shot Video Classification IJCAI 2025 ReME: A Data-Centric Framework for Training-Free Open-Vocabulary Segmentation ICCV 2025 ReMix: Training Generalized Person Re-Identification on a Mixture of Data WACV 2025 RESQUE: Quantifying Estimator to Task and Distribution Shift for Sustainable Model Reusability AAAI 2025 Rethinking Cross-Subject Data Splitting for Brain-to-Text Decoding EMNLP 2025 Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment as An Exemplification CVPR 2025 Rethinking Scene Segmentation. Advancing Automated Detection of Scene Changes in Literary Texts NAACL 2025 Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks AAAI 2025 Rethinking what matters: Effective and Robust Multilingual Realignment for Low-Resource Languages IJCNLP 2025 Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation ACL 2025 Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution NAACL 2025 Reversible Disentanglement of Meaning and Language Representations from Multilingual Sentence Encoders EMNLP 2025 Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL ACL 2025 Robots Pre-train Robots: Manipulation-Centric Robotic Representation from Large-Scale Robot Datasets ICLR 2025 RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise AAAI 2025 Romanized to Native Malayalam Script Transliteration Using an Encoder-Decoder Framework COLING 2025 RouterRetriever: Routing over a Mixture of Expert Embedding Models AAAI 2025 SabiYarn: Advancing Low Resource Languages with Multitask NLP Pretraining ACL 2025 SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation AAAI 2025 Sample-Efficient Behavior Cloning Using General Domain Knowledge IJCAI 2025 SampleMix: A Sample-wise Pre-training Data Mixing Strategy by Coordinating Data Quality and Diversity EMNLP 2025 Sam’s Fans at the Crypto Trading Challenge Task: A Threshold-Based Decision Approach Based on FinMem Framework COLING 2025 Sandhi Splitting in Tamil and Telugu: A Sequence-to-Sequence Approach Leveraging Transformer Models COLING 2025 SAS: Segment Any 3D Scene with Integrated 2D Priors ICCV 2025