Transfer Learning

Stress-Testing Capability Elicitation With Password-Locked Models NeurIPS 2024 Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products ACL 2024 Structure-aware Fine-tuning for Code Pre-trained Models COLING 2024 Structure-aware Generation Model for Cross-Domain Aspect-based Sentiment Classification COLING 2024 Structured Model Probing: Empowering Efficient Transfer Learning by Structured Regularization CVPR 2024 Structured Optimal Variational Inference for Dynamic Latent Space Models JMLR 2024 Super donors and super recipients: Studying cross-lingual transfer between high-resource and low-resource languages ACL 2024 Surrogate Active Subspaces for Jump-Discontinuous Functions AISTATS 2024 Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee JMLR 2024 SVSNet+: Enhancing Speaker Voice Similarity Assessment Models with Representations from Speech Foundation Models Interspeech 2024 SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery NeurIPS 2024 Synthetic Data Generation for Low-resource Grammatical Error Correction with Tagged Corruption Models NAACL 2024 Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models EMNLP 2024 Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language Models NAACL 2024 Systematic Analysis for Pretrained Language Model Priming for Parameter-Efficient Fine-tuning NAACL 2024 TabRepo: A Large Scale Repository of Tabular Model Evaluations and its AutoML Applications AutoML 2024 TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition NAACL 2024 Tagengo: A Multilingual Chat Dataset EMNLP 2024 Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment EMNLP 2024 TAPASGO: Transfer Learning towards a German-Language Tabular Question Answering Model COLING 2024 TARIC-SLU: A Tunisian Benchmark Dataset for Spoken Language Understanding COLING 2024 TartuNLP at EvaLatin 2024: Emotion Polarity Detection COLING 2024 Task2Box: Box Embeddings for Modeling Asymmetric Task Relationships CVPR 2024 Task-aware Orthogonal Sparse Network for Exploring Shared Knowledge in Continual Learning ICML 2024 Task Oriented In-Domain Data Augmentation EMNLP 2024