← Resources & Methods
Natural Language Processing › Resources & Methods ›

Transfer Learning

458 directly classified papers

Papers per year

Papers

AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025
A Two-Stage LLM System for Enhanced Regulatory Information Retrieval and Answer Generation COLING 2025
BBPOS: BERT-based Part-of-Speech Tagging for Uzbek COLING 2025
LLM Dependency Parsing with In-Context Rules ACL 2025
AraSim: Optimizing Arabic Dialect Translation in Children’s Literature with LLMs and Similarity Scores COLING 2025
NakbaTR: A Turkish NER Dataset for Nakba Narratives COLING 2025
DadmaTools V2: an Adapter-Based Natural Language Processing Toolkit for the Persian Language COLING 2025
Aligning to Constraints for Data-Efficient Language Model Customization NAACL 2025
Exploiting Task Reversibility of DRS Parsing and Generation: Challenges and Insights from a Multi-lingual Perspective COLING 2025
Finetuning LLMs for EvaCun 2025 token prediction shared task NAACL 2025
The Role of Handling Attributive Nouns in Improving Chinese-To-English Machine Translation COLING 2025
Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction IJCNLP 2025
Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition IJCNLP 2025
Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models COLING 2025
Leveraging Machine-Generated Data for Joint Intent Detection and Slot Filling in Bangla: A Resource-Efficient Approach COLING 2025
LexiLogic@DravidianLangTech 2025: Detecting Misogynistic Memes and Abusive Tamil and Malayalam Text Targeting Women on Social Media NAACL 2025
CUET_Agile@DravidianLangTech 2025: Fine-tuning Transformers for Detecting Abusive Text Targeting Women from Tamil and Malayalam Texts NAACL 2025
Don’t stop pretraining! Efficiently building specialised language models in resource-constrained settings. NAACL 2025
IntelliChain Stars at the Regulations Challenge Task: A Large Language Model for Financial Regulation COLING 2025
MultiCoPIE: A Multilingual Corpus of Potentially Idiomatic Expressions for Cross-lingual PIE Disambiguation NAACL 2025
Adapting Multilingual Embedding Models to Historical Luxembourgish NAACL 2025
Generic Adversarial Attack Framework Against Vertical Federated Learning IJCAI 2025
Dialect Normalization using Large Language Models and Morphological Rules ACL 2025
Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning ACL 2025
SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework IJCAI 2025