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Transfer Learning

458 directly classified papers

Papers per year

Papers

TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models AAAI 2026
Named Entity Recognition for the Irish Language NAACL 2025
Leveraging Machine-Generated Data for Joint Intent Detection and Slot Filling in Bangla: A Resource-Efficient Approach COLING 2025
KEC_TECH_TITANS@DravidianLangTech 2025:Sentiment Analysis for Low-Resource Languages: Insights from Tamil and Tulu using Deep Learning and Machine Learning Models NAACL 2025
Don’t stop pretraining! Efficiently building specialised language models in resource-constrained settings. NAACL 2025
MultiCoPIE: A Multilingual Corpus of Potentially Idiomatic Expressions for Cross-lingual PIE Disambiguation NAACL 2025
BBPOS: BERT-based Part-of-Speech Tagging for Uzbek COLING 2025
AraSim: Optimizing Arabic Dialect Translation in Children’s Literature with LLMs and Similarity Scores COLING 2025
From Clay to Code: Transforming Hittite Texts for Machine Learning NAACL 2025
HTMS@DravidianLangTech 2025: Fusing TF-IDF and BERT with Dimensionality Reduction for Abusive Language Detection in Tamil and Malayalam NAACL 2025
LexiLogic@DravidianLangTech 2025: Detecting Misogynistic Memes and Abusive Tamil and Malayalam Text Targeting Women on Social Media NAACL 2025
Towards Effective Emotion Analysis in Low-Resource Tamil Texts NAACL 2025
IntelliChain Stars at the Regulations Challenge Task: A Large Language Model for Financial Regulation COLING 2025
Adapting Multilingual Embedding Models to Historical Luxembourgish NAACL 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
Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction IJCNLP 2025
A Two-Stage LLM System for Enhanced Regulatory Information Retrieval and Answer Generation COLING 2025
DadmaTools V2: an Adapter-Based Natural Language Processing Toolkit for the Persian Language COLING 2025
Bridge the GAP: Multi-lingual Models For Ambiguous Pronominal Coreference Resolution in South Asian Languages COLING 2025
The Role of Handling Attributive Nouns in Improving Chinese-To-English Machine Translation COLING 2025
Finetuning LLMs for EvaCun 2025 token prediction shared task NAACL 2025
Generic Adversarial Attack Framework Against Vertical Federated Learning IJCAI 2025
Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models COLING 2025
CUET_Agile@DravidianLangTech 2025: Fine-tuning Transformers for Detecting Abusive Text Targeting Women from Tamil and Malayalam Texts NAACL 2025