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Transfer Learning

510 directly classified papers

Papers per year

Papers

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
Low-Resource Interlinear Translation: Morphology-Enhanced Neural Models for Ancient Greek COLING 2025
Next-Level Cantonese-to-Mandarin Translation: Fine-Tuning and Post-Processing with LLMs COLING 2025
UTSK25 at WAT2025 Patent Claims Translation/Evaluation Task IJCNLP 2025
Test-Time Prompt Tuning for Zero-Shot Depth Completion ICCV 2025
Efficient Adaptation of Pre-trained Vision Transformer underpinned by Approximately Orthogonal Fine-Tuning Strategy ICCV 2025
Transformed Low-rank Adaptation via Tensor Decomposition and Its Applications to Text-to-image Models ICCV 2025
Efficient Fine-Tuning of Large Models via Nested Low-Rank Adaptation ICCV 2025
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations ICCV 2025
Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? NAACL 2025
ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis NAACL 2025
MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning NAACL 2025
Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models NAACL 2025
Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation NAACL 2025
LLM-Assisted Translation of Legacy FORTRAN Codes to C++: A Cross-Platform Study NAACL 2025
Machine Translation Metrics for Indigenous Languages Using Fine-tuned Semantic Embeddings NAACL 2025
Leveraging Large Language Models for Spanish-Indigenous Language Machine Translation at AmericasNLP 2025 NAACL 2025
DataHacks at PerAnsSumm 2025: LoRA-Driven Prompt Engineering for Perspective Aware Span Identification and Summarization NAACL 2025
RATHAN@DravidianLangTech 2025: Annaparavai - Separate the Authentic Human Reviews from AI-generated one NAACL 2025
Bootstrapping AI: Interdisciplinary Approaches to Assessing OCR Quality in English-Language Historical Documents NAACL 2025
Prompt Tuning Can Simply Adapt Large Language Models to Text Encoders NAACL 2025
MVMD: A Multi-View Approach for Enhanced Mirror Detection WACV 2025
ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement EMNLP 2025