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Transfer Learning

459 papers

Papers per year

49
65
'20
'25

Papers

Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition IJCNLP 2025
Aligning to Constraints for Data-Efficient Language Model Customization NAACL 2025
BanNERD: A Benchmark Dataset and Context-Driven Approach for Bangla Named Entity Recognition NAACL 2025
Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning NAACL 2025
From Clay to Code: Transforming Hittite Texts for Machine Learning NAACL 2025
Finetuning LLMs for EvaCun 2025 token prediction shared task NAACL 2025
Korean Stereotype Content Model: Translating Stereotypes Across Cultures NAACL 2025
HTMS@DravidianLangTech 2025: Fusing TF-IDF and BERT with Dimensionality Reduction for Abusive Language Detection in Tamil and Malayalam NAACL 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
CUET_Agile@DravidianLangTech 2025: Fine-tuning Transformers for Detecting Abusive Text Targeting Women from Tamil and Malayalam Texts 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
Don’t stop pretraining! Efficiently building specialised language models in resource-constrained settings. NAACL 2025
Adapting Multilingual Embedding Models to Historical Luxembourgish NAACL 2025
MultiCoPIE: A Multilingual Corpus of Potentially Idiomatic Expressions for Cross-lingual PIE Disambiguation NAACL 2025
Named Entity Recognition for the Irish Language NAACL 2025
Punctuation Restoration Improves Structure Understanding without Supervision NAACL 2025
FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model NIPS 2024
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge NIPS 2024
HOP to the Next Tasks and Domains for Continual Learning in NLP AAAI 2024
DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning AAAI 2024
DM-BLI: Dynamic Multiple Subspaces Alignment for Unsupervised Bilingual Lexicon Induction ACL 2024
UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages ACL 2024
Prompted Aspect Key Point Analysis for Quantitative Review Summarization ACL 2024
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models ACL 2024