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transfer learning

5442 papers

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TL

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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

DEMON at SemEval-2025 Task 10: Fine-tuning LLaMA-3 for Multilingual Entity Framing ACL 2025
Team KiAmSo at SemEval-2025 Task 11: A Comparison of Classification Models for Multi-label Emotion Detection ACL 2025
BanglaTalk: Towards Real-Time Speech Assistance for Bengali Regional Dialects IJCNLP 2025
Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025
GermDetect: Verb Placement Error Detection Datasets for Learners of Germanic Languages ACL 2025
Medical Text Simplification From Jargon Detection to Jargon-Aware Prompting EMNLP 2025
Aligning Large Language Models to Low-Resource Languages through LLM-Based Selective Translation: A Systematic Study IJCNLP 2025
Multi-Scale Graph Learning for Anti-Sparse Downscaling AAAI 2025
Language verY Rare for All COLING 2025
Gradient Flush at Slavic NLP 2025 Task: Leveraging Slavic BERT and Translation for Persuasion Techniques Classification ACL 2025
Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models COLING 2025
How to age BERT Well: Continuous Training for Historical Language Adaptation COLING 2025
Learning Cross-Dialectal Morphophonology with Syllable Structure Constraints COLING 2025
TinyThinker: Distilling Reasoning through Coarse-to-Fine Knowledge Internalization with Self-Reflection NAACL 2025
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery COLING 2025
Amuro & Char: Analyzing the Relationship between Pre-Training and Fine-Tuning of Large Language Models NAACL 2025
Serving the Underserved: Leveraging BARTBahnar Language Model for Bahnaric-Vietnamese Translation NAACL 2025
OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description NAACL 2025
CDHF at SemEval-2025 Task 9: A Multi-Task Learning Approach for Food Hazard Classification ACL 2025
Learning Transition Patterns by Large Language Models for Sequential Recommendation COLING 2025
FTFT: Efficient and Robust Fine-Tuning by Transferring Training Dynamics COLING 2025
CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization NAACL 2025
Rethinking Few Shot CLIP Benchmarks: A Critical Analysis in the Inductive Setting ICCV 2025
GRoWE: A GujiRoBERTa-Enhanced Approach to Ancient Chinese NER via Word-Word Relation Classification and Model Ensembling NAACL 2025
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment COLING 2025