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Transfer Learning

2,822 papers

Papers per year

12
327
471
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'25

Papers

Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval ACL 2025
MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space ACL 2025
Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval ACL 2025
Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025
ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025
Improving Continual Pre-training Through Seamless Data Packing ACL 2025
Understand the Implication: Learning to Think for Pragmatic Understanding ACL 2025
Large Language Models Still Exhibit Bias in Long Text ACL 2025
CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization ACL 2025
Pretraining Strategies using Monolingual and Parallel Data for Low-Resource Machine Translation ACL 2025
SabiYarn: Advancing Low Resource Languages with Multitask NLP Pretraining ACL 2025
YodiV3: NLP for Togolese Languages with Eyaa-Tom Dataset and the Lom Metric ACL 2025
In-Domain African Languages Translation Using LLMs and Multi-armed Bandits ACL 2025
Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025
Enhancing Arabic Automated Essay Scoring with Synthetic Data and Error Injection ACL 2025
Intent Matters: Enhancing AI Tutoring with Fine-Grained Pedagogical Intent Annotation 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
Effect of Multilingual and Domain-adapted Continual Pre-training on Few-shot Promptability ACL 2025
MIRAGES at BioLaySumm2025: The Impact of Search Terms and Data Curation for Biomedical Lay Summarization ACL 2025
SUWMIT at BioLaySumm2025: Instruction-based Summarization with Contrastive Decoding ACL 2025
Towards Open Foundation Language Model and Corpus for Macedonian: A Low-Resource Language ACL 2025
Gradient Flush at Slavic NLP 2025 Task: Leveraging Slavic BERT and Translation for Persuasion Techniques Classification 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
Curse of bilinguality: Evaluating monolingual and bilingual language models on Chinese linguistic benchmarks ACL 2025