Domain Adaptation

Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation EMNLP 2024 STARD: A Chinese Statute Retrieval Dataset Derived from Real-life Queries by Non-professionals EMNLP 2024 Stationary Latent Weight Inference for Unreliable Observations from Online Test-Time Adaptation ICML 2024 Statistical Inference Under Constrained Selection Bias ICML 2024 Stochastic Binary Network for Universal Domain Adaptation WACV 2024 StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children’s Story-Based Learning EMNLP 2024 Striking a Balance between Classical and Deep Learning Approaches in Natural Language Processing Pedagogy ACL 2024 Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning AAAI 2024 StructAM: Enhancing Address Matching through Semantic Understanding of Structure-aware Information COLING 2024 StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation ACL 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 StrWAEs to Invariant Representations ICML 2024 StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization ICML 2024 Style Adaptation and Uncertainty Estimation for Multi-Source Blended-Target Domain Adaptation NeurIPS 2024 StyleGAN-Fusion: Diffusion Guided Domain Adaptation of Image Generators WACV 2024 STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents ACL 2024 Style Randomization Improves the Robustness of Breast Density Estimation in MR Images MIDL 2024 SuDA: Support-based Domain Adaptation for Sim2Real Hinge Joint Tracking with Flexible Sensors ICML 2024 Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems EMNLP 2024 Sunshine to Rainstorm: Cross-Weather Knowledge Distillation for Robust 3D Object Detection AAAI 2024 Super donors and super recipients: Studying cross-lingual transfer between high-resource and low-resource languages ACL 2024 Supra-Laplacian Encoding for Transformer on Dynamic Graphs NeurIPS 2024 Surveying the Technology Support of Languages COLING 2024 Sustained Vowels for Pre- vs Post-Treatment COPD Classification Interspeech 2024