← Learning Types
Machine Learning › Learning Types ›

Transfer Learning

3884 directly classified papers

Papers per year

Papers

Group Preference Alignment: Customizing LLM Responses from In-Situ Conversations Only When Needed EMNLP 2025
BnSentMix: A Diverse Bengali-English Code-Mixed Dataset for Sentiment Analysis COLING 2025
The Master Key Filters Hypothesis: Deep Filters Are General AAAI 2025
SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation AAAI 2025
Power of Diversity: Enhancing Data-Free Black-Box Attack with Domain-Augmented Learning AAAI 2025
ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data AAAI 2025
Learning 2D Invariant Affordance Knowledge for 3D Affordance Grounding AAAI 2025
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation AAAI 2025
AugRefer: Advancing 3D Visual Grounding via Cross-Modal Augmentation and Spatial Relation-based Referring AAAI 2025
Unleashing the Power of Visual Foundation Models for Generalizable Semantic Segmentation AAAI 2025
Geo-Spatially Informed Models for Geocoding Unstructured Addresses COLING 2025
It’s All About In-Context Learning! Teaching Extremely Low-Resource Languages to LLMs EMNLP 2025
KIT’s Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization ACL 2025
What Causes Knowledge Loss in Multilingual Language Models? ACL 2025
Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review ACL 2025
Multilingual Continual Learning using Attention Distillation COLING 2025
Finetuning LLMs for Human Behavior Prediction in Social Science Experiments EMNLP 2025
LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents EMNLP 2025
SEMMA: A Semantic Aware Knowledge Graph Foundation Model EMNLP 2025
Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks ACL 2025
Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025
Team INSAntive at SlavicNLP-2025 Shared Task: Data Augmentation and Enhancement via Explanations for Persuasion Technique Classification ACL 2025
Prompt, Translate, Fine-Tune, Re-Initialize, or Instruction-Tune? Adapting LLMs for In-Context Learning in Low-Resource Languages ACL 2025
FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging EMNLP 2025
AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs EMNLP 2025