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Transfer Learning

1113 directly classified papers

Papers per year

Papers

FinMoE: A MoE-based Large Chinese Financial Language Model COLING 2025
How to age BERT Well: Continuous Training for Historical Language Adaptation COLING 2025
BabyLMs for isiXhosa: Data-Efficient Language Modelling in a Low-Resource Context COLING 2025
Cross-Category Subjectivity Generalization for Style-Adaptive Sketch Re-ID ICCV 2025
Still Not There: Can LLMs Outperform Smaller Task-Specific Seq2Seq Models on the Poetry-to-Prose Conversion Task? AACL 2025
Language verY Rare for All COLING 2025
Empowering Persian LLMs for Instruction Following: A Novel Dataset and Training Approach COLING 2025
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment COLING 2025
Abdelmalak at PerAnsSumm 2025: Leveraging a Domain-Specific BERT and LLaMA for Perspective-Aware Healthcare Answer Summarization NAACL 2025
IWSLT 2025 Indic Track System Description Paper: Speech-to-Text Translation from Low-Resource Indian Languages (Bengali and Tamil) to English ACL 2025
TrackAny3D: Transferring Pretrained 3D Models for Category-unified 3D Point Cloud Tracking ICCV 2025
Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval ACL 2025
Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025
NurseLLM: The First Specialized Language Model for Nursing EMNLP 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
Multi-LMentry: Can Multilingual LLMs Solve Elementary Tasks Across Languages? EMNLP 2025
Yankari: Monolingual Yoruba Dataset ACL 2025
Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution NAACL 2025
FOR: Finetuning for Object Level Open Vocabulary Image Retrieval WACV 2025
Beyond IID: Optimizing Instruction Finetuning from the Perspective of Instruction Interaction and Dependency AAAI 2025
Fine-Tuning Language Models with Collaborative and Semantic Experts AAAI 2025
Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural Adjustments AAAI 2025
ZJUKLAB at SemEval-2025 Task 4: Unlearning via Model Merging. ACL 2025
ALADAN at IWSLT25 Low-resource Arabic Dialectal Speech Translation Task ACL 2025
Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect COLING 2025