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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Tue-JMS at SemEval-2025 Task 11: KReLax: An Ensemble-Based Approach for Multilingual Emotion Detection and Addressing Data Imbalance ACL 2025
KIT’s Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization ACL 2025
IIITH-BUT system for IWSLT 2025 low-resource Bhojpuri to Hindi speech translation ACL 2025
From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts ACL 2025
On the Way to LLM Personalization: Learning to Remember User Conversations ACL 2025
NLP4Health: Multilingual Clinical Dialogue Summarization and QA with mT5 and LoRA IJCNLP 2025
Improving BGE-M3 Multilingual Dense Embeddings for Nigerian Low Resource Languages EMNLP 2025
MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025
Decentralized Low-Rank Fine-Tuning of Large Language Models 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
Team INSAntive at SlavicNLP-2025 Shared Task: Data Augmentation and Enhancement via Explanations for Persuasion Technique Classification ACL 2025
Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025
Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks ACL 2025
Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review ACL 2025
Breaking the Transcription Bottleneck: Fine-tuning ASR Models for Extremely Low-Resource Fieldwork Languages ACL 2025
Field to Model: Pairing Community Data Collection with Scalable NLP through the LiFE Suite 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
Down the Cascades of Omethi: Hierarchical Automatic Scoring in Large-Scale Assessments ACL 2025
EduCSW: Building a Mandarin-English Code-Switched Generation Pipeline for Computer Science Learning ACL 2025
Averroes at BEA 2025 Shared Task: Verifying Mistake Identification in Tutor, Student Dialogue ACL 2025
Studying the Effect of Hindi Tokenizer Performance on Downstream Tasks COLING 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