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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Incepto@DravidianLangTech 2025: Detecting Abusive Tamil and Malayalam Text Targeting Women on YouTube NAACL 2025
Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models COLING 2025
GAIfE: Using GenAI to Improve Literacy in Low-resourced Settings NAACL 2025
Variable Extraction for Model Recovery in Scientific Literature NAACL 2025
LLM’s Weakness in NER Doesn’t Stop It from Enhancing a Stronger SLM NAACL 2025
Bridging Literacy Gaps in African Informal Business Management with Low-Resource Conversational Agents COLING 2025
Text-to-speech system for low-resource languages: A case study in Shipibo-Konibo (a Panoan language from Peru) NAACL 2025
A hybrid Approach to low-resource machine translation for Ojibwe verbs NAACL 2025
A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG NAACL 2025
Eureka-CIOL@DravidianLangTech 2025: Using Customized BERTs for Sentiment Analysis of Tamil Political Comments NAACL 2025
Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025
The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification Tasks ACL 2025
MysticCIOL@DravidianLangTech 2025: A Hybrid Framework for Sentiment Analysis in Tamil and Tulu Using Fine-Tuned SBERT Embeddings and Custom MLP Architectures NAACL 2025
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation AAAI 2025
Dictionaries to the Rescue: Cross-Lingual Vocabulary Transfer for Low-Resource Languages Using Bilingual Dictionaries ACL 2025
Building a Functional Machine Translation Corpus for Kpelle ACL 2025
Exploring Transliteration-Based Zero-Shot Transfer for Amharic ASR ACL 2025
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning AAAI 2025
Akatsuki-CIOL@DravidianLangTech 2025: Ensemble-Based Approach Using Pre-Trained Models for Fake News Detection in Dravidian Languages NAACL 2025
Beyond Generalization :Evaluating Multilingual LLMs for Yorùbá Animal Health Translation ACL 2025
Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025
ArabicSense: A Benchmark for Evaluating Commonsense Reasoning in Arabic with Large Language Models COLING 2025
Lahjawi: Arabic Cross-Dialect Translator COLING 2025
EduCSW: Building a Mandarin-English Code-Switched Generation Pipeline for Computer Science Learning ACL 2025
Acquisition and Application of Novel Knowledge in Large Language Models ACL 2025