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

Finetuning LLMs for Human Behavior Prediction in Social Science Experiments EMNLP 2025

Towards Effective Emotion Analysis in Low-Resource Tamil Texts NAACL 2025

zhouyijiang1 at SemEval-2025 Task 11: A Multi-tag Detection Method based on Pre-training Language Models ACL 2025

Untangling the Influence of Typology, Data, and Model Architecture on Ranking Transfer Languages for Cross-Lingual POS Tagging NAACL 2025

Logos as a Well-Tempered Pre-train for Sign Language Recognition EMNLP 2025

Personality Vector: Modulating Personality of Large Language Models by Model Merging EMNLP 2025

Dynamic Jointly Batch Selection for Data Efficient Machine Translation Fine-Tuning EMNLP 2025

Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction EMNLP 2025

An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025

The Practical Impacts of Theoretical Constructs on Empathy Modeling EMNLP 2025

Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025

Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models EMNLP 2025

When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models 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

XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML EMNLP 2025

A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages EMNLP 2025

POSITION BIAS MITIGATES POSITION BIAS: Mitigate Position Bias Through Inter-Position Knowledge Distillation EMNLP 2025

Learning from Diverse Reasoning Paths with Routing and Collaboration EMNLP 2025

Less Static, More Private: Towards Transferable Privacy-Preserving Action Recognition by Generative Decoupled Learning ICCV 2025

Seeing 3D Through 2D Lenses: 3D Few-Shot Class-Incremental Learning via Cross-Modal Geometric Rectification ICCV 2025

LLM The Genius Paradox: A Linguistic and Math Expert’s Struggle with Simple Word-based Counting Problems NAACL 2025

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation ICCV 2025

Customizing Domain Adapters for Domain Generalization ICCV 2025

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training ICCV 2025