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Transfer Learning

8078 directly classified papers

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Shouth NLP at SemEval-2025 Task 7: Multilingual Fact-Checking Retrieval Using Contrastive Learning ACL 2025
Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications ACL 2025
HKCanto-Eval: A Benchmark for Evaluating Cantonese Language Understanding and Cultural Comprehension in LLMs ACL 2025
WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization ACL 2025
Compositionality and Event Retrieval in Complement Coercion: A Study of Language Models in a Low-resource Setting ACL 2025
Multilingual Symptom Detection on Social Media: Enhancing Health-related Fact-checking with LLMs ACL 2025
On the Effectiveness of Prompt-Moderated LLMs for Math Tutoring at the Tertiary Level EMNLP 2025
Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training EMNLP 2025
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems EMNLP 2025
HMCL: Task-Optimal Text Representation Adaptation through Hierarchical Contrastive Learning EMNLP 2025
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis EMNLP 2025
TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context AACL 2025
From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing EMNLP 2025
SKRAG: A Retrieval-Augmented Generation Framework Guided by Reasoning Skeletons over Knowledge Graphs EMNLP 2025
SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment EMNLP 2025
Signs of Struggle: Spotting Cognitive Distortions across Language and Register AACL 2025
PersLLM: A Personified Training Approach for Large Language Models EMNLP 2025
Training Medical QA Models Based on Mixed Rewards from Multiple-Choice and Open-Ended Questions EMNLP 2025
ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts EMNLP 2025
Stacked LoRA: Isolated Low-Rank Adaptation for Lifelong Knowledge Management AACL 2025
Continual Learning in Large Language Models: Foundations to Frontiers AACL 2025
SOLAR: Serendipity Optimized Language Model Aligned for Recommendation EMNLP 2025
Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering EMNLP 2025
PrAd: Prompt Adaptive Tuning for Decoder-only Language Models EMNLP 2025
Lacuna Inc. at SemEval-2025 Task 4: LoRA-Enhanced Influence-Based Unlearning for LLMs ACL 2025