Transfer Learning

ARL2: Aligning Retrievers with Black-box Large Language Models via Self-guided Adaptive Relevance Labeling ACL 2024 ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models EMNLP 2024 A Separation and Alignment Framework for Black-Box Domain Adaptation AAAI 2024 A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective NeurIPS 2024 ASL STEM Wiki: Dataset and Benchmark for Interpreting STEM Articles EMNLP 2024 Assessing Generalization for Subpopulation Representative Modeling via In-Context Learning EACL 2024 A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation NeurIPS 2024 A synthetic data approach for domain generalization of NLI models ACL 2024 A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning AAAI 2024 A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages NAACL 2024 Attentive Prototypes for Source-Free Unsupervised Domain Adaptive 3D Object Detection WACV 2024 A Two-Stage Adaptation of Large Language Models for Text Ranking ACL 2024 A Two-Stage Framework with Self-Supervised Distillation for Cross-Domain Text Classification COLING 2024 A Unified Knowledge Transfer Network for Generalized Category Discovery AAAI 2024 Automatically Learning Hybrid Digital Twins of Dynamical Systems NeurIPS 2024 Automatic Transcription of Grammaticality Judgements for Language Documentation EACL 2024 AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation NeurIPS 2024 Back to School: Translation Using Grammar Books EMNLP 2024 Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model ACL 2024 Bayesian Domain Adaptation with Gaussian Mixture Domain-Indexing NeurIPS 2024 BBRC: Brazilian Banking Regulation Corpora COLING 2024 BeanCounter: A low-toxicity, large-scale, and open dataset of business-oriented text NeurIPS 2024 BetterV: Controlled Verilog Generation with Discriminative Guidance ICML 2024 Beyond Sole Strength: Customized Ensembles for Generalized Vision-Language Models ICML 2024 Bidirectional Reciprocative Information Communication for Few-Shot Semantic Segmentation ICML 2024