← Learning Types
Deep Learning › Learning Types ›

Transfer Learning

2362 directly classified papers

Papers per year

Papers

Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models ACL 2025
Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts NAACL 2025
FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training CVPR 2025
Music for All: Representational Bias and Cross-Cultural Adaptability of Music Generation Models NAACL 2025
Unlocking Generalization Power in LiDAR Point Cloud Registration CVPR 2025
Finetuning LLMs for EvaCun 2025 token prediction shared task NAACL 2025
AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025
EvaCun 2025 Shared Task: Lemmatization and Token Prediction in Akkadian and Sumerian using LLMs NAACL 2025
Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm EMNLP 2025
Incepto@DravidianLangTech 2025: Detecting Abusive Tamil and Malayalam Text Targeting Women on YouTube NAACL 2025
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models EMNLP 2025
byteSizedLLM@DravidianLangTech 2025: Sentiment Analysis in Tamil Using Transliteration-Aware XLM-RoBERTa and Attention-BiLSTM NAACL 2025
Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance EMNLP 2025
Automating Violence Detection and Categorization from Ancient Texts NAACL 2025
On the Acquisition of Shared Grammatical Representations in Bilingual Language Models ACL 2025
Tracking Universal Features Through Fine-Tuning and Model Merging NAACL 2025
EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models EMNLP 2025
Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation ACL 2025
Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging ACL 2025
Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing ACL 2025
Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025
Efficient Domain Continual pretraining by Mitigating the Stability Gap ACL 2025
OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework EMNLP 2025
Cross-Lingual Transfer of Cultural Knowledge: An Asymmetric Phenomenon ACL 2025
Cross-lingual Multimodal Sentiment Analysis for Low-Resource Languages via Language Family Disentanglement and Rethinking Transfer ACL 2025