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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Label Calibration in Source Free Domain Adaptation WACV 2025
CODEOFCONDUCT at Multilingual Counterspeech Generation: A Context-Aware Model for Robust Counterspeech Generation in Low-Resource Languages COLING 2025
Detecting Inconsistencies in Narrative Elements of Cross Lingual Nakba Texts COLING 2025
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment COLING 2025
VRCP: Vocabulary Replacement Continued Pretraining for Efficient Multilingual Language Models COLING 2025
Leveraging Open-Source Large Language Models for Native Language Identification COLING 2025
Adapting Whisper for Regional Dialects: Enhancing Public Services for Vulnerable Populations in the United Kingdom COLING 2025
Text Generation Models for Luxembourgish with Limited Data: A Balanced Multilingual Strategy COLING 2025
Add Noise, Tasks, or Layers? MaiNLP at the VarDial 2025 Shared Task on Norwegian Dialectal Slot and Intent Detection COLING 2025
LTG at VarDial 2025 NorSID: More and Better Training Data for Slot and Intent Detection COLING 2025
HiTZ at VarDial 2025 NorSID: Overcoming Data Scarcity with Language Transfer and Automatic Data Annotation COLING 2025
ArabicSense: A Benchmark for Evaluating Commonsense Reasoning in Arabic with Large Language Models COLING 2025
Lahjawi: Arabic Cross-Dialect Translator COLING 2025
Dial2MSA-Verified: A Multi-Dialect Arabic Social Media Dataset for Neural Machine Translation to Modern Standard Arabic COLING 2025
Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija COLING 2025
MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 2025
Bridging the Gap: Efficient Cross-Lingual NER in Low-Resource Financial Domain COLING 2025
Synthetic Data Generation Using Large Language Models for Financial Question Answering COLING 2025
Proxy Tuning for Financial Sentiment Analysis: Overcoming Data Scarcity and Computational Barriers COLING 2025
KULFi Framework: Knowledge Utilization for Optimizing Large Language Models for Financial Causal Reasoning COLING 2025
Team FMD LLM at the Financial Misinformation Detection Challenge Task: Exploring Task Structuring and Metadata Impact on Performance COLING 2025
Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning WACV 2025
IntelliChain Stars at the Regulations Challenge Task: A Large Language Model for Financial Regulation COLING 2025
300k/ns team at the Crypto Trading Challenge Task: Enhancing the justification of accurate trading decisions through parameter-efficient fine-tuning of reasoning models COLING 2025
Fraunhofer SIT at GenAI Detection Task 1: Adapter Fusion for AI-generated Text Detection COLING 2025