out-of-domain generalization

Rethinking Table Instruction Tuning ACL 2025 Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes CVPR 2025 Superficial Self-Improved Reasoners Benefit from Model Merging EMNLP 2025 When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers ICLR 2025 A Controlled Reevaluation of Coreference Resolution Models COLING 2024 Can LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner EMNLP 2024 CELI: Simple yet Effective Approach to Enhance Out-of-Domain Generalization of Cross-Encoders. NAACL 2024 ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models NeurIPS 2024 Improve Student’s Reasoning Generalizability through Cascading Decomposed CoTs Distillation EMNLP 2024 Information Retention via Learning Supplemental Features ICLR 2024 Learning from Natural Language Explanations for Generalizable Entity Matching EMNLP 2024 Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models ACL 2024 Multiple View Geometry Transformers for 3D Human Pose Estimation CVPR 2024 On the Effects of Data Scale on UI Control Agents NeurIPS 2024 Out-of-Domain Generalization in Dynamical Systems Reconstruction ICML 2024 SELM: Enhancing Speech Emotion Recognition for Out-of-Domain Scenarios Interspeech 2024 SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection NeurIPS 2024 StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis AAAI 2024 UniArk: Improving Generalisation and Consistency for Factual Knowledge Extraction through Debiasing NAACL 2024 Assessing Out-of-Domain Language Model Performance from Few Examples EACL 2023 COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs NeurIPS 2023 Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation ACL 2023 FFM: Injecting Out-of-Domain Knowledge via Factorized Frequency Modification WACV 2023 Guiding Computational Stance Detection with Expanded Stance Triangle Framework ACL 2023 Out-of-Domain Robustness via Targeted Augmentations ICML 2023