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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
Synthetic Data Generation Using Large Language Models for Financial Question Answering COLING 2025
Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025
Dunamu ML at the Financial Misinformation Detection Challenge Task: Improving Supervised Fine-Tuning with LLM-based Data Augmentation COLING 2025
Sam’s Fans at the Crypto Trading Challenge Task: A Threshold-Based Decision Approach Based on FinMem Framework COLING 2025
IntelliChain Stars at the Regulations Challenge Task: A Large Language Model for Financial Regulation COLING 2025
GMU-MU at the Financial Misinformation Detection Challenge Task: Exploring LLMs for Financial Claim Verification COLING 2025
Fraunhofer SIT at GenAI Detection Task 1: Adapter Fusion for AI-generated Text Detection COLING 2025
Adapting Multilingual LLMs to Low-Resource Languages using Continued Pre-training and Synthetic Corpus: A Case Study for Hindi LLMs COLING 2025
Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models ICCV 2025
Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation ICCV 2025
OSINT at GenAI Detection Task 1: Multilingual MGT Detection: Leveraging Cross-Lingual Adaptation for Robust LLMs Text Identification COLING 2025
Studying the Effect of Hindi Tokenizer Performance on Downstream Tasks COLING 2025
Evaluating Structural and Linguistic Quality in Urdu DRS Parsing and Generation through Bidirectional Evaluation COLING 2025
Everything is a Video: Unifying Modalities through Next-Frame Prediction ICCV 2025
Deploying Multi-task Online Server with Large Language Model COLING 2025
Improve Speech Translation Through Text Rewrite COLING 2025
CODEOFCONDUCT at Multilingual Counterspeech Generation: A Context-Aware Model for Robust Counterspeech Generation in Low-Resource Languages COLING 2025
Leveraging Multilingual Models for Robust Grammatical Error Correction Across Low-Resource Languages COLING 2025
When LLMs Struggle: Reference-less Translation Evaluation for Low-resource Languages COLING 2025
Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models COLING 2025
Adapting Whisper for Regional Dialects: Enhancing Public Services for Vulnerable Populations in the United Kingdom COLING 2025
Next-Level Cantonese-to-Mandarin Translation: Fine-Tuning and Post-Processing with LLMs COLING 2025
Multi-Domain Ancient Chinese Named Entity Recognition Based on Attention-Enhanced Pre-trained Language Model NAACL 2025
Limitations of Religious Data and the Importance of the Target Domain: Towards Machine Translation for Guinea-Bissau Creole NAACL 2025