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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Detecting Inconsistencies in Narrative Elements of Cross Lingual Nakba Texts COLING 2025
CODEOFCONDUCT at Multilingual Counterspeech Generation: A Context-Aware Model for Robust Counterspeech Generation in Low-Resource Languages COLING 2025
Variable Extraction for Model Recovery in Scientific Literature NAACL 2025
Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers JMLR 2025
Adapting Whisper for Regional Dialects: Enhancing Public Services for Vulnerable Populations in the United Kingdom COLING 2025
Leveraging Open-Source Large Language Models for Native Language Identification COLING 2025
Text-to-speech system for low-resource languages: A case study in Shipibo-Konibo (a Panoan language from Peru) NAACL 2025
Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness JMLR 2025
Testing the Boundaries of LLMs: Dialectal and Language-Variety Tasks COLING 2025
Large Language Models as a Normalizer for Transliteration and Dialectal Translation COLING 2025
Incepto@DravidianLangTech 2025: Detecting Abusive Tamil and Malayalam Text Targeting Women on YouTube NAACL 2025
Customizing Domain Adapters for Domain Generalization ICCV 2025
Ibom NLP: A Step Toward Inclusive Natural Language Processing for Nigeria’s Minority Languages IJCNLP 2025
Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance IJCNLP 2025
Improving Sign Language Understanding with a Multi-Stream Masked Autoencoder Trained on ASL Videos IJCNLP 2025
Ability Transfer Through Language Mixing IJCNLP 2025
Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE IJCNLP 2025
CLASSER: Cross-lingual Annotation Projection enhancement through Script Similarity for Fine-grained Named Entity Recognition IJCNLP 2025
Rethinking what matters: Effective and Robust Multilingual Realignment for Low-Resource Languages IJCNLP 2025
Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models COLING 2025
Not Just a Piece of Cake: Cross-Lingual Fine-Tuning for Idiom Identification IJCNLP 2025
On Memorization of Large Language Models in Logical Reasoning IJCNLP 2025
ArabicSense: A Benchmark for Evaluating Commonsense Reasoning in Arabic with Large Language Models COLING 2025
Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models COLING 2025
Learning Language Structures Through Grounding AAAI 2025