transfer learning

5442 papers

Explore in graph

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

Few-Shot Domain Adaptation for Learned Image Compression AAAI 2025

Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation AAAI 2025

Reconstruction Target Matters in Masked Image Modeling for Cross-Domain Few-Shot Learning AAAI 2025

Protecting Model Adaptation from Trojans in the Unlabeled Data AAAI 2025

Unleashing the Power of Visual Foundation Models for Generalizable Semantic Segmentation AAAI 2025

Assessing Pre-Trained Models for Transfer Learning Through Distribution of Spectral Components AAAI 2025

ControlMed: Adding Reasoning Control to Medical Language Model AACL 2025

Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks AAAI 2025

Differentially Private Prototypes for Imbalanced Transfer Learning AAAI 2025

Less Can be More: An Empirical Evaluation of Small and Large Language Models for Sentence-level Claim Detection ACL 2025

sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting ACL 2025

MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models ACL 2025

Transfer of Structural Knowledge from Synthetic Languages ACL 2025

CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization ACL 2025

Leveraging Context for Multimodal Fallacy Classification in Political Debates ACL 2025

GermDetect: Verb Placement Error Detection Datasets for Learners of Germanic Languages ACL 2025

Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025

TLPIQ at BioLaySumm: Hide and Seq, a FLAN-T5 Model for Biomedical Summarization ACL 2025

Gradient Flush at Slavic NLP 2025 Task: Leveraging Slavic BERT and Translation for Persuasion Techniques Classification ACL 2025

DUTIR831 at SemEval-2025 Task 5: A Multi-Stage LLM Approach to GND Subject Assignment for TIBKAT Records ACL 2025

Team KiAmSo at SemEval-2025 Task 11: A Comparison of Classification Models for Multi-label Emotion Detection ACL 2025

DEMON at SemEval-2025 Task 10: Fine-tuning LLaMA-3 for Multilingual Entity Framing ACL 2025

CDHF at SemEval-2025 Task 9: A Multi-Task Learning Approach for Food Hazard Classification ACL 2025

Statement-Tuning Enables Efficient Cross-lingual Generalization in Encoder-only Models ACL 2025

OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description NAACL 2025