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Transfer Learning

8078 directly classified papers

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PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks NAACL 2025
Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025
Can LLMs Convert Graphs to Text-Attributed Graphs? NAACL 2025
Hybrid Data-Free Knowledge Distillation AAAI 2025
SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval EMNLP 2025
Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations NAACL 2025
Rethinking Few Shot CLIP Benchmarks: A Critical Analysis in the Inductive Setting ICCV 2025
Spatial-Temporal Knowledge Distillation for Takeaway Recommendation AAAI 2025
LEKA: LLM-Enhanced Knowledge Augmentation IJCAI 2025
RobustHAR: Multi-scale Spatial-temporal Masked Self-supervised Pre-training for Robust Human Activity Recognition IJCAI 2025
Fair Incomplete Multi-View Clustering via Distribution Alignment IJCAI 2025
SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation EMNLP 2025
FreqLLM: Frequency-Aware Large Language Models for Time Series Forecasting IJCAI 2025
FastPERT: Towards Fast Microservice Application Latency Prediction via Structural Inductive Bias over PERT Networks AAAI 2025
LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding EMNLP 2025
Agentic-R1: Distilled Dual-Strategy Reasoning EMNLP 2025
Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation EMNLP 2025
MORE: Molecule Pretraining with Multi-Level Pretext Task AAAI 2025
Difficulty-aware Balancing Margin Loss for Long-tailed Recognition AAAI 2025
Testing the Limits of Fine-Tuning for Improving Visual Cognition in Vision Language Models ICML 2025
STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment EMNLP 2025
CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning AAAI 2025
JEN-1 DreamStyler: Customized Musical Concept Learning via Pivotal Parameters Tuning AAAI 2025
CoEvo: Coevolution of LLM and Retrieval Model for Domain-Specific Information Retrieval EMNLP 2025
Continual Learning in Large Language Models: Foundations to Frontiers IJCNLP 2025