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transfer learning

5442 papers

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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

Tracking Universal Features Through Fine-Tuning and Model Merging NAACL 2025
Investigating Adapters for Parameter-efficient Low-resource Automatic Speech Recognition NAACL 2025
Amuro & Char: Analyzing the Relationship between Pre-Training and Fine-Tuning of Large Language Models NAACL 2025
On the Transferability of Causal Knowledge for Language Models NAACL 2025
We’re Calling an Intervention: Exploring Fundamental Hurdles in Adapting Language Models to Nonstandard Text NAACL 2025
OpenCapBench: A Benchmark to Bridge Pose Estimation and Biomechanics WACV 2025
Text Normalization for Sentiment Analysis in Japanese Social Media NAACL 2025
Harnessing Language Model for Cross-Heterogeneity Graph Knowledge Transfer AAAI 2025
Enhancing Generalized Few-Shot Semantic Segmentation via Effective Knowledge Transfer AAAI 2025
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment ACL 2025
EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution AAAI 2025
LLM The Genius Paradox: A Linguistic and Math Expert’s Struggle with Simple Word-based Counting Problems NAACL 2025
Deep Metric Learning for Unsupervised Remote Sensing Change Detection WACV 2025
LoSA: Long-Short-Range Adapter for Scaling End-to-End Temporal Action Localization WACV 2025
GRoWE: A GujiRoBERTa-Enhanced Approach to Ancient Chinese NER via Word-Word Relation Classification and Model Ensembling NAACL 2025
How many words does it take to understand a low-resource language? NAACL 2025
Dropout Connects Transformers and CNNs: Transfer General Knowledge for Knowledge Distillation WACV 2025
Finetuning LLMs for Human Behavior Prediction in Social Science Experiments EMNLP 2025
Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation WACV 2025
A Reality Check on Pre-training for Exemplar-free Class-Incremental Learning WACV 2025
Model-based Large Language Model Customization as Service EMNLP 2025
Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information EMNLP 2025
SenDetEX: Sentence-Level AI-Generated Text Detection for Human-AI Hybrid Content via Style and Context Fusion EMNLP 2025
A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025
3D Understanding of Deformable Linear Objects: Datasets and Transferability Benchmark WACV 2025