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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Cross-Document Event-Keyed Summarization ACL 2025
Language Models are Universal Embedders ACL 2025
Tarbiat_Modares_SemEval2025_Task11_MultiLabel_Emotion_TransferLearning ACL 2025
Predicting Emotion Intensity in Text Using Transformer-Based Models ACL 2025
Document Attribution: Examining Citation Relationships using Large Language Models ACL 2025
JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative Models ACL 2025
KIT’s Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization ACL 2025
QUESPA Submission for the IWSLT 2025 Dialectal and Low-resource Speech Translation Task ACL 2025
Quantifying Memorization in Continual Pre-training with Japanese General or Industry-Specific Corpora ACL 2025
MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025
Decentralized Low-Rank Fine-Tuning of Large Language Models 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
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
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
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
Understand the Implication: Learning to Think for Pragmatic Understanding ACL 2025
Combining Automated and Manual Data for Effective Downstream Fine-Tuning of Transformers for Low-Resource Language Applications ACL 2025