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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

G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models ACL 2025
Unlocking LLMs’ Self-Improvement Capacity with Autonomous Learning for Domain Adaptation ACL 2025
Transfer of Structural Knowledge from Synthetic Languages ACL 2025
Retrieval-Augmented Forecasting with Tabular Time Series Data ACL 2025
CDHF at SemEval-2025 Task 9: A Multi-Task Learning Approach for Food Hazard Classification ACL 2025
Each graph is a new language: Graph Learning with LLMs ACL 2025
DUTIR831 at SemEval-2025 Task 5: A Multi-Stage LLM Approach to GND Subject Assignment for TIBKAT Records SEMEVAL 2025
iLostTheCode at SemEval-2025 Task 10: Bottom-up Multilevel Classification of Narrative Taxonomies SEMEVAL 2025
Task Knowledge Injection via Interpolations and Reinstatement for Large Language Model Generalization ACL 2025
ITF-NLP at SemEval-2025 Task 11 An Exploration of English and German Multi-label Emotion Detection using Fine-tuned Transformer Models ACL 2025
Statement-Tuning Enables Efficient Cross-lingual Generalization in Encoder-only Models ACL 2025
MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality ACL 2025
Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation ACL 2025
TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments ACL 2025
XLM-Muriel at SemEval-2025 Task 11: Hard Parameter Sharing for Multi-lingual Multi-label Emotion Detection ACL 2025
Dynamic Steering With Episodic Memory For Large Language Models ACL 2025
STDArm: Transfer Visuomotor Policy From Static Data Training to Dynamic Robot Manipulation RSS 2025
CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation ACL 2025
A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025
MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models ACL 2025
Mixture of Languages: Improved Multilingual Encoders Through Language Grouping EMNLP 2025
Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025
Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model ACL 2025
Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning EMNLP 2025
Drop Dropout on Single Epoch Language Model Pretraining ACL 2025