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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Nepali Transformers@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech and Targets COLING 2025
Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning ACL 2025
Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE IJCNLP 2025
IndicClaimBuster: A Multilingual Claim Verification Dataset IJCNLP 2025
NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models COLING 2025
Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation ACL 2025
Assimilation and Accommodation: Task-Adaptive Hierarchical Abstraction for Solving Web Tasks ACL 2025
What Makes You CLIC: Detection of Croatian Clickbait Headlines ACL 2025
MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025
Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning ACL 2025
Pretraining Strategies using Monolingual and Parallel Data for Low-Resource Machine Translation ACL 2025
On Memorization of Large Language Models in Logical Reasoning IJCNLP 2025
MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 2025
Not Just a Piece of Cake: Cross-Lingual Fine-Tuning for Idiom Identification IJCNLP 2025
Generic Adversarial Attack Framework Against Vertical Federated Learning IJCAI 2025
Team FMD LLM at the Financial Misinformation Detection Challenge Task: Exploring Task Structuring and Metadata Impact on Performance COLING 2025
Dunamu ML at the Financial Misinformation Detection Challenge Task: Improving Supervised Fine-Tuning with LLM-based Data Augmentation 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
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
Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models COLING 2025
Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models COLING 2025
CODEOFCONDUCT at Multilingual Counterspeech Generation: A Context-Aware Model for Robust Counterspeech Generation in Low-Resource Languages COLING 2025
Synthesising a Corpus of Gaelic Traditional Narrative with Cross-Lingual Text Expansion COLING 2025