Transfer Learning

Code Membership Inference for Detecting Unauthorized Data Use in Code Pre-trained Language Models EMNLP 2024 Code-Mixed Probes Show How Pre-Trained Models Generalise on Code-Switched Text COLING 2024 Code Representation Pre-training with Complements from Program Executions EMNLP 2024 CommonCanvas: Open Diffusion Models Trained on Creative-Commons Images CVPR 2024 Community-Cross-Instruct: Unsupervised Instruction Generation for Aligning Large Language Models to Online Communities EMNLP 2024 Community OSCAR: A Community Effort for Multilingual Web Data EMNLP 2024 Comparing News Framing of Migration Crises using Zero-Shot Classification COLING 2024 Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models NeurIPS 2024 Connecting Language Technologies with Rich, Diverse Data Sources Covering Thousands of Languages COLING 2024 Consistent Autoformalization for Constructing Mathematical Libraries EMNLP 2024 Context-Aware Assistant Selection for Improved Inference Acceleration with Large Language Models EMNLP 2024 Contextual Active Model Selection NeurIPS 2024 Contextualization Distillation from Large Language Model for Knowledge Graph Completion EACL 2024 Contextual Label Projection for Cross-Lingual Structured Prediction NAACL 2024 Continual Learning with Global Alignment NeurIPS 2024 Continual Learning with Pre-Trained Models: A Survey IJCAI 2024 Continuous Adaptation for Interactive Segmentation Using Teacher-Student Architecture WACV 2024 ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing AAAI 2024 Contrastive Learning to Improve Retrieval for Real-World Fact Checking EMNLP 2024 ContrastiveMix: Overcoming Code-Mixing Dilemma in Cross-Lingual Transfer for Information Retrieval NAACL 2024 Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning ICML 2024 CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning NeurIPS 2024 Core-Structures-Guided Multi-Modal Classification Neural Architecture Search IJCAI 2024 CORI: CJKV Benchmark with Romanization Integration - a Step towards Cross-lingual Transfer beyond Textual Scripts COLING 2024 Correlated Noise Provably Beats Independent Noise for Differentially Private Learning ICLR 2024