Transfer Learning

Learning to Paraphrase for Alignment with LLM Preference EMNLP 2024 Learning to Prompt Knowledge Transfer for Open-World Continual Learning AAAI 2024 Learning to Route Among Specialized Experts for Zero-Shot Generalization ICML 2024 Learning Transferable Features for Implicit Neural Representations NeurIPS 2024 Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation CVPR 2024 LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation ACL 2024 Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning EMNLP 2024 Letting 3D Guide the Way: 3D Guided 2D Few-Shot Image Classification WACV 2024 Leveraging Adapter for Parameter-Efficient ASR Encoder Interspeech 2024 Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking EMNLP 2024 Leveraging Normalization Layer in Adapters with Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning AAAI 2024 Leveraging Prompt-Learning for Structured Information Extraction from Crohn’s Disease Radiology Reports in a Low-Resource Language NAACL 2024 Leveraging Task-Specific Pre-Training To Reason Across Images and Videos WACV 2024 Lidoma@DravidianLangTech 2024: Identifying Hate Speech in Telugu Code-Mixed: A BERT Multilingual EACL 2024 Lift3D: Zero-Shot Lifting of Any 2D Vision Model to 3D CVPR 2024 Lightweight Zero-shot Text-to-Speech with Mixture of Adapters Interspeech 2024 Linear Regression With Unmatched Data: A Deconvolution Perspective JMLR 2024 Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval EMNLP 2024 LIONs: An Empirically Optimized Approach to Align Language Models EMNLP 2024 Llama meets EU: Investigating the European political spectrum through the lens of LLMs NAACL 2024 LLM as a metric critic for low resource relation identification EMNLP 2024 LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024 LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback ACL 2024 LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives EMNLP 2024 Long-Tailed Partial Label Learning by Head Classifier and Tail Classifier Cooperation AAAI 2024