transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

Flood-LDM: Generalizable Latent Diffusion Models for rapid and accurate zero-shot High-Resolution Flood Mapping WACV 2026

How Much Pretraining Does Structured Data Need? EACL 2026

Investigating the Multilingual Calibration Effects of Language Model Instruction Tuning EACL 2026

Is Micro Domain-Adaptive Pre-Training Effective for Real-World Operations? Multi-Step Evaluation Reveals Potential and Bottlenecks EACL 2026

A Scalable Framework for Automated NER Annotation Correction in Low-Resource Languages EACL 2026

Kashif-AI at AbjadGenEval Shared Task: A Transformer-based Approach for Arabic AI-Generated Text Detection EACL 2026

Hybrid Neural-LLM Pipeline for Morphological Glossing in Endangered Language Documentation: A Case Study of Jungar Tuvan EACL 2026

"We Are (Language) Family”: Adapting Transformer models to related minority languages with linguistic data EACL 2026

Cross-Lingual and Cross-Domain Transfer Learning for POS Tagging in Historical Germanic Low-Resource Languages EACL 2026

How Far Can Pretrained LLMs Go in Symbolic Music? Controlled Comparisons of Supervised and Preference-based Adaptation EACL 2026

MIDI-PHOR: Multi-View Distillation for Music Understanding and Captioning EACL 2026

What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects EACL 2026

ILSIC: Corpora for Identifying Indian Legal Statutes from Queries by Laymen EACL 2026

Evaluation Framework for Transfer Learning between Closely Related Lects: A Case Study of Lemko EACL 2026

AraModernBERT: Transtokenized Initialization and Long-Context Encoder Modeling for Arabic EACL 2026

Let the Model Learn to Feel: Mode-Guided Tonality Injection for Symbolic Music Emotion Recognition AAAI 2026

DogFit: Domain-guided Fine-tuning for Efficient Transfer Learning of Diffusion Models AAAI 2026

uCLIP: Parameter-Efficient Multilingual Extension of Vision-Language Models with Unpaired Data AAAI 2026

Towards Unified Vision-Language Models with Incomplete Multi-Modal Inputs AAAI 2026

Transferable Graph Condensation from the Causal Perspective AAAI 2026

DuoKD: Dual Knowledge Distillation from Large Language Models for Robust Graph Neural Networks AAAI 2026

Self-Supervised Cross-City Trajectory Representation Learning Based on Meta-Learning AAAI 2026

WorldAgen: Unified State-Action Prediction with Test-Time World Model Training AAAI 2026

Multi-Modal Style Transfer-based Prompt Tuning for Efficient Federated Domain Generalization AAAI 2026

From Few-Shot Learning to Data-Efficient Intelligence AAAI 2026