Transfer Learning

Curse of bilinguality: Evaluating monolingual and bilingual language models on Chinese linguistic benchmarks ACL 2025 CUTE: A Multilingual Dataset for Enhancing Cross-Lingual Knowledge Transfer in Low-Resource Languages COLING 2025 DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations EMNLP 2025 DAEA: Enhancing Entity Alignment in Real-World Knowledge Graphs Through Multi-Source Domain Adaptation COLING 2025 DALIP: Distribution Alignment-based Language-Image Pre-Training for Domain-Specific Data ICCV 2025 DAP-MAE: Domain-Adaptive Point Cloud Masked Autoencoder for Effective Cross-Domain Learning ICCV 2025 DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models ICLR 2025 data2lang2vec: Data Driven Typological Features Completion COLING 2025 Data and Model Centric Approaches for Expansion of Large Language Models to New languages EMNLP 2025 Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data EMNLP 2025 Data-Efficiently Learn Large Language Model for Universal 3D Scene Perception NAACL 2025 Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs EMNLP 2025 Data or Language Supervision: What Makes CLIP Better than DINO? EMNLP 2025 Dataset Distillation via the Wasserstein Metric ICCV 2025 Dataset Ownership Verification in Contrastive Pre-trained Models ICLR 2025 Data Shapley in One Training Run ICLR 2025 Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning ACL 2025 DavIR: Data Selection via Implicit Reward for Large Language Models ACL 2025 DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Remote Sensing Change Detection WACV 2025 Debate Helps Weak-to-Strong Generalization AAAI 2025 Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation IJCNLP 2025 DeepMesh: Auto-Regressive Artist-mesh Creation with Reinforcement Learning ICCV 2025 DeFT-X: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer EMNLP 2025 DELAB-IIITM WMT25: Enhancing Low-Resource Machine Translation for Manipuri and Assamese EMNLP 2025 Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens ICCV 2025