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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Team FMD LLM at the Financial Misinformation Detection Challenge Task: Exploring Task Structuring and Metadata Impact on Performance COLING 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025
Dunamu ML at the Financial Misinformation Detection Challenge Task: Improving Supervised Fine-Tuning with LLM-based Data Augmentation COLING 2025
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025
GMU-MU at the Financial Misinformation Detection Challenge Task: Exploring LLMs for Financial Claim Verification COLING 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025
IntelliChain Stars at the Regulations Challenge Task: A Large Language Model for Financial Regulation COLING 2025
MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts NAACL 2025
Sam’s Fans at the Crypto Trading Challenge Task: A Threshold-Based Decision Approach Based on FinMem Framework COLING 2025
Temporal reasoning for timeline summarisation in social media ACL 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
F2 (FutureFiction): Detection of Fake News on Futuristic Technology NAACL 2025
Fraunhofer SIT at GenAI Detection Task 1: Adapter Fusion for AI-generated Text Detection COLING 2025
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025
OSINT at GenAI Detection Task 1: Multilingual MGT Detection: Leveraging Cross-Lingual Adaptation for Robust LLMs Text Identification COLING 2025
One_by_zero@DravidianLangTech 2025: Fake News Detection in Malayalam Language Leveraging Transformer-based Approach NAACL 2025
Evaluating Structural and Linguistic Quality in Urdu DRS Parsing and Generation through Bidirectional Evaluation COLING 2025
Modern Models, Medieval Texts: A POS Tagging Study of Old Occitan NAACL 2025
The Kyrgyz Seed Dataset Submission to the WMT25 Open Language Data Initiative Shared Task EMNLP 2025
EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection NIPS 2024
TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages EACL 2024
PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning NIPS 2024
Predicting positive transfer for improved low-resource speech recognition using acoustic pseudo-tokens EACL 2024
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems EACL 2024
Assessing Generalization for Subpopulation Representative Modeling via In-Context Learning EACL 2024