Transfer Learning

LangSAMP: Language-Script Aware Multilingual Pretraining ACL 2025 Language Guided Concept Bottleneck Models for Interpretable Continual Learning CVPR 2025 Language Models are Universal Embedders ACL 2025 Large Language Models Still Exhibit Bias in Long Text ACL 2025 LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025 Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning IJCAI 2025 LDP: Generalizing to Multilingual Visual Information Extraction by Language Decoupled Pretraining AAAI 2025 Learning Cross-Domain Representations for Transferable Drug Perturbations on Single-Cell Transcriptional Responses AAAI 2025 Learning to vary: Teaching LMs to reproduce human linguistic variability in next-word prediction EMNLP 2025 Less Can be More: An Empirical Evaluation of Small and Large Language Models for Sentence-level Claim Detection ACL 2025 LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025 Leveraging Large Language Models for Spanish-Indigenous Language Machine Translation at AmericasNLP 2025 NAACL 2025 Leveraging Loanword Constraints for Improving Machine Translation in a Low-Resource Multilingual Context EMNLP 2025 Leveraging Self-Attention for Input-Dependent Soft Prompting in LLMs ACL 2025 Lightweight Safety Guardrails Using Fine-tuned BERT Embeddings COLING 2025 Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages EMNLP 2025 Link to the Past: Temporal Propagation for Fast 3D Human Reconstruction from Monocular Video CVPR 2025 Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025 LLM-Assisted Translation of Legacy FORTRAN Codes to C++: A Cross-Platform Study NAACL 2025 LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions EMNLP 2025 LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025 LLMsAgainstHate@NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs COLING 2025 LoftUp: Learning a Coordinate-Based Feature Upsampler for Vision Foundation Models ICCV 2025 Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025 Long Context Tuning for Video Generation ICCV 2025