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Transfer Learning

8078 directly classified papers

Papers per year

Papers

ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning EMNLP 2025
Semantic Agreement Enables Efficient Open-Ended LLM Cascades EMNLP 2025
How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources EMNLP 2025
Distilling Cross-Modal Knowledge into Domain-Specific Retrievers for Enhanced Industrial Document Understanding EMNLP 2025
Improving Informally Romanized Language Identification EMNLP 2025
Archaeology at BEA 2025 Shared Task: Are Simple Baselines Good Enough? ACL 2025
Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin EMNLP 2025
STREAQ: Selective Tiered Routing for Effective and Affordable Contact Center Quality Assurance EMNLP 2025
REIC: RAG-Enhanced Intent Classification at Scale EMNLP 2025
LLMs on a Budget? Say HOLA EMNLP 2025
GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025
DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations EMNLP 2025
Grouping Entities with Shared Properties using Multi-Facet Prompting and Property Embeddings EMNLP 2025
Instant Adversarial Purification with Adversarial Consistency Distillation CVPR 2025
When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ACL 2025
WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization ACL 2025
Personalized Language Models via Privacy-Preserving Evolutionary Model Merging EMNLP 2025
Imagine to Hear: Auditory Knowledge Generation can be an Effective Assistant for Language Models ACL 2025
RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ACL 2025
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls EMNLP 2025
Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Cross-Lingual Transfer in Sense-Aware Tasks EMNLP 2025
Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for Code ACL 2025
Learning from Negative Samples in Biomedical Generative Entity Linking ACL 2025
QUIDS: Query Intent Description for Exploratory Search via Dual Space Modeling EMNLP 2025
When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text ACL 2025