Transfer Learning

Construction-Based Reduction of Translationese for Low-Resource Languages: A Pilot Study on Bavarian ACL 2025 ConstStyle: Robust Domain Generalization with Unified Style Transformation ICCV 2025 ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations EMNLP 2025 Contextual Structure Knowledge Transfer for Graph Neural Networks AAAI 2025 Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025 Controllable Style Arithmetic with Language Models ACL 2025 Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models COLING 2025 CoPL: Collaborative Preference Learning for Personalizing LLMs EMNLP 2025 CoPRA: Bridging Cross-domain Pretrained Sequence Models with Complex Structures for Protein-RNA Binding Affinity Prediction AAAI 2025 Core Knowledge Learning Framework for Graph AAAI 2025 Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data AAAI 2025 Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild ICCV 2025 CoU-CU-DSG at BLP-2025 Task 1: Leveraging Weighted Probabilistic Fusion of Language Models for Bangla Hate Speech Detection AACL 2025 Cross-Category Subjectivity Generalization for Style-Adaptive Sketch Re-ID ICCV 2025 Cross-Domain and Cross-Dimension Learning for Image-to-Graph Transformers WACV 2025 Cross Domain Classification of Education Talk Turns COLING 2025 Cross-Domain Persuasion Detection with Argumentative Features EMNLP 2025 CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment COLING 2025 Cross-Lingual Generalization and Compression: From Language-Specific to Shared Neurons ACL 2025 Cross-Lingual Optimization for Language Transfer in Large Language Models ACL 2025 Cross-lingual Transfer Dynamics in BLOOMZ: Insights into Multilingual Generalization EMNLP 2025 Cross-Lingual Transfer of Cultural Knowledge: An Asymmetric Phenomenon ACL 2025 CryoDomain: Sequence-free Protein Domain Identification from Low-resolution Cryo-EM Density Maps AAAI 2025 CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization ACL 2025 CUET_Expelliarmus at BLP2025 Task 2: Leveraging Instruction Translation and Refinement for Bangla-to-Python Code Generation with Open-Source LLMs AACL 2025