Domain Adaptation

A Quest for Paradigm Coverage: The Story of Nen EACL 2023 AraDiaWER: An Explainable Metric For Dialectical Arabic ASR EACL 2023 ArCL: Enhancing Contrastive Learning with Augmentation-Robust Representations ICLR 2023 AREA: Adaptive Reweighting via Effective Area for Long-Tailed Classification ICCV 2023 Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks EMNLP 2023 Are Data-Driven Explanations Robust Against Out-of-Distribution Data? CVPR 2023 A Regularized Conditional GAN for Posterior Sampling in Image Recovery Problems NeurIPS 2023 Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents ACL 2023 A Robust Information-Masking Approach for Domain Counterfactual Generation ACL 2023 A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER AAAI 2023 ASR for Low Resource and Multilingual Noisy Code-Mixed Speech Interspeech 2023 Assessing Out-of-Domain Language Model Performance from Few Examples EACL 2023 Assessing Phrase Break of ESL Speech with Pre-trained Language Models and Large Language Models Interspeech 2023 AsyFOD: An Asymmetric Adaptation Paradigm for Few-Shot Domain Adaptive Object Detection CVPR 2023 A Thorough Examination on Zero-shot Dense Retrieval EMNLP 2023 A Transfer Learning Pipeline for Educational Resource Discovery with Application in Survey Generation ACL 2023 ATTA: Anomaly-aware Test-Time Adaptation for Out-of-Distribution Detection in Segmentation NeurIPS 2023 AtTGen: Attribute Tree Generation for Real-World Attribute Joint Extraction ACL 2023 A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm NeurIPS 2023 A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks ACL 2023 A Unified Recognition and Correction Model under Noisy and Accent Speech Conditions Interspeech 2023 AutoLabel: CLIP-Based Framework for Open-Set Video Domain Adaptation CVPR 2023 Automated Digitization of Unstructured Medical Prescriptions ACL 2023 Automated Extraction of Molecular Interactions and Pathway Knowledge using Large Language Model, Galactica: Opportunities and Challenges ACL 2023 Automatically Predicting Perceived Conversation Quality in a Pediatric Sample Enriched for Autism Interspeech 2023