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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Dunamu ML at the Financial Misinformation Detection Challenge Task: Improving Supervised Fine-Tuning with LLM-based Data Augmentation COLING 2025
GMU-MU at the Financial Misinformation Detection Challenge Task: Exploring LLMs for Financial Claim Verification COLING 2025
IntelliChain Stars at the Regulations Challenge Task: A Large Language Model for Financial Regulation COLING 2025
Sam’s Fans at the Crypto Trading Challenge Task: A Threshold-Based Decision Approach Based on FinMem Framework 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
OSINT at GenAI Detection Task 1: Multilingual MGT Detection: Leveraging Cross-Lingual Adaptation for Robust LLMs Text Identification COLING 2025
Evaluating Structural and Linguistic Quality in Urdu DRS Parsing and Generation through Bidirectional Evaluation COLING 2025
Studying the Effect of Hindi Tokenizer Performance on Downstream Tasks COLING 2025
Adapting Multilingual LLMs to Low-Resource Languages using Continued Pre-training and Synthetic Corpus: A Case Study for Hindi LLMs COLING 2025
Advancing Multilingual Speaker Identification and Verification for Indo-Aryan and Dravidian Languages COLING 2025
Bridging Literacy Gaps in African Informal Business Management with Low-Resource Conversational Agents COLING 2025
Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models COLING 2025
Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models COLING 2025
Next-Level Cantonese-to-Mandarin Translation: Fine-Tuning and Post-Processing with LLMs COLING 2025
When LLMs Struggle: Reference-less Translation Evaluation for Low-resource Languages COLING 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
NusaBERT: Teaching IndoBERT to be Multilingual and Multicultural 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
Large Language Models as a Normalizer for Transliteration and Dialectal Translation COLING 2025
Testing the Boundaries of LLMs: Dialectal and Language-Variety Tasks COLING 2025
Text Generation Models for Luxembourgish with Limited Data: A Balanced Multilingual Strategy COLING 2025
Token-Level Accept or Reject: A Micro Alignment Approach for Large Language Models IJCAI 2025