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Transfer Learning

459 papers

Papers per year

49
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'25

Papers

Leveraging Machine-Generated Data for Joint Intent Detection and Slot Filling in Bangla: A Resource-Efficient Approach COLING 2025
PresiUniv at FinCausal 2025 Shared Task: Applying Fine-tuned Language Models to Explain Financial Cause and Effect with Zero-shot Learning COLING 2025
IntelliChain Stars at the Regulations Challenge Task: A Large Language Model for Financial Regulation COLING 2025
IndoNLP 2025 Shared Task: Romanized Sinhala to Sinhala Reverse Transliteration Using BERT COLING 2025
Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models COLING 2025
Exploiting Task Reversibility of DRS Parsing and Generation: Challenges and Insights from a Multi-lingual Perspective COLING 2025
BBPOS: BERT-based Part-of-Speech Tagging for Uzbek COLING 2025
NakbaTR: A Turkish NER Dataset for Nakba Narratives COLING 2025
A Two-Stage LLM System for Enhanced Regulatory Information Retrieval and Answer Generation COLING 2025
AraSim: Optimizing Arabic Dialect Translation in Children’s Literature with LLMs and Similarity Scores COLING 2025
Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations EMNLP 2025
AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025
A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the Ge’ez Script. EMNLP 2025
Recontextualizing Revitalization: A Mixed Media Approach to Reviving the Nüshu Language EMNLP 2025
OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages EMNLP 2025
NeighXLM: Enhancing Cross-Lingual Transfer in Low-Resource Languages via Neighbor-Augmented Contrastive Pretraining EMNLP 2025
Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training EMNLP 2025
HMCL: Task-Optimal Text Representation Adaptation through Hierarchical Contrastive Learning EMNLP 2025
AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text EMNLP 2025
In2X at WMT25 Translation Task EMNLP 2025
Know "No" Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP ICCV 2025
Fix-CLIP: Dual-Branch Hierarchical Contrastive Learning via Synthetic Captions for Better Understanding of Long Text ICCV 2025
SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework IJCAI 2025
Generic Adversarial Attack Framework Against Vertical Federated Learning IJCAI 2025
Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction IJCNLP 2025