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

NLP4Health: Multilingual Clinical Dialogue Summarization and QA with mT5 and LoRA IJCNLP 2025

MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025

TLPIQ at BioLaySumm: Hide and Seq, a FLAN-T5 Model for Biomedical Summarization ACL 2025

Team XSZ at BioLaySumm2025: Section-Wise Summarization, Retrieval-Augmented LLM, and Reinforcement Learning Fine-Tuning for Lay Summaries ACL 2025

Towards compact and efficient Slovak summarization models ACL 2025

What Makes You CLIC: Detection of Croatian Clickbait Headlines ACL 2025

What is an “Abstract Reasoner”? Revisiting Experiments and Arguments about Large Language Models ACL 2025

Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks ACL 2025

Less Can be More: An Empirical Evaluation of Small and Large Language Models for Sentence-level Claim Detection ACL 2025

From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models ACL 2025

Leveraging Context for Multimodal Fallacy Classification in Political Debates ACL 2025

GermDetect: Verb Placement Error Detection Datasets for Learners of Germanic Languages ACL 2025

TBA at BEA 2025 Shared Task: Transfer-Learning from DARE-TIES Merged Models for the Pedagogical Ability Assessment of LLM-Powered Math Tutors ACL 2025

Thapar Titan/s : Fine-Tuning Pretrained Language Models with Contextual Augmentation for Mistake Identification in Tutor–Student Dialogues ACL 2025

WisPerMed at ArchEHR-QA 2025: A Modular, Relevance-First Approach for Grounded Question Answering on Eletronic Health Records ACL 2025

CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization ACL 2025

skLEP: A Slovak General Language Understanding Benchmark ACL 2025

Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning ACL 2025

Pretraining Strategies using Monolingual and Parallel Data for Low-Resource Machine Translation ACL 2025

Building a Functional Machine Translation Corpus for Kpelle ACL 2025

YodiV3: NLP for Togolese Languages with Eyaa-Tom Dataset and the Lom Metric ACL 2025

Transformers: Leveraging OpenNMT and Transfer Learning for Low-Resource Indian Language Translation EMNLP 2025

Understand the Implication: Learning to Think for Pragmatic Understanding ACL 2025

You are an LLM teaching a smaller model everything you know: Multi-task pretraining of language models with LLM-designed study plans EMNLP 2025

AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts SEMEVAL 2025