Transfer Learning

CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading EMNLP 2024 CTYUN-AI at SemEval-2024 Task 7: Boosting Numerical Understanding with Limited Data Through Effective Data Alignment SemEval 2024 CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies EMNLP 2024 CultureLLM: Incorporating Cultural Differences into Large Language Models NeurIPS 2024 Customizable Combination of Parameter-Efficient Modules for Multi-Task Learning ICLR 2024 CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling COLING 2024 CyberDemo: Augmenting Simulated Human Demonstration for Real-World Dexterous Manipulation CVPR 2024 Cycle Consistency Driven Object Discovery ICLR 2024 CycleGN: A Cycle Consistent Approach for Neural Machine Translation EMNLP 2024 Cycle Self-Refinement for Multi-Source Domain Adaptation AAAI 2024 Czech Dataset for Complex Aspect-Based Sentiment Analysis Tasks COLING 2024 D^4: Dataset Distillation via Disentangled Diffusion Model CVPR 2024 DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection NeurIPS 2024 DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs EMNLP 2024 DAM: Towards a Foundation Model for Forecasting ICLR 2024 DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning AAAI 2024 DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA NeurIPS 2024 DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving NeurIPS 2024 Data curation via joint example selection further accelerates multimodal learning NeurIPS 2024 Data-driven simulator for mechanical circulatory support with domain adversarial neural process L4DC 2024 Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning NeurIPS 2024 DeBERTa Beats Behemoths: A Comparative Analysis of Fine-Tuning, Prompting, and PEFT Approaches on LegalLensNER EMNLP 2024 DECO-Bench: Unified Benchmark for Decoupled Task-Agnostic Synthetic Data Release NeurIPS 2024 Decoding the Narratives: Analyzing Personal Drug Experiences Shared on Reddit ACL 2024 Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization NeurIPS 2024