Domain Adaptation

Igeood: An Information Geometry Approach to Out-of-Distribution Detection ICLR 2022 IIT DHANBAD CODECHAMPS at SemEval-2022 Task 5: MAMI - Multimedia Automatic Misogyny Identification SemEval 2022 ILDAE: Instance-Level Difficulty Analysis of Evaluation Data ACL 2022 Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions AAAI 2022 Image-text Retrieval: A Survey on Recent Research and Development IJCAI 2022 Improving Adversarially Robust Few-Shot Image Classification With Generalizable Representations CVPR 2022 Improving Biomedical Information Retrieval with Neural Retrievers AAAI 2022 Improving Both Domain Robustness and Domain Adaptability in Machine Translation COLING 2022 Improving Cross-domain, Cross-lingual and Multi-modal Deception Detection ACL 2022 Improving Dialogue Act Recognition with Augmented Data EMNLP 2022 Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation Interspeech 2022 Improving Factual Consistency in Summarization with Compression-Based Post-Editing EMNLP 2022 Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer COLING 2022 Improving Few-Shot Domain Transfer for Named Entity Disambiguation with Pattern Exploitation EMNLP 2022 Improving Generalization of Hate Speech Detection Systems to Novel Target Groups via Domain Adaptation NAACL 2022 Improving Mini-batch Optimal Transport via Partial Transportation ICML 2022 Improving Neural Cross-Lingual Abstractive Summarization via Employing Optimal Transport Distance for Knowledge Distillation AAAI 2022 Improving Out-of-Distribution Robustness via Selective Augmentation ICML 2022 Improving POS Tagging for Arabic Dialects on Out-of-Domain Texts EMNLP 2022 Improving Precancerous Case Characterization via Transformer-based Ensemble Learning EMNLP 2022 Improving Screening Processes via Calibrated Subset Selection ICML 2022 Improving Task-free Continual Learning by Distributionally Robust Memory Evolution ICML 2022 Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards EMNLP 2022 Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control NAACL 2022 Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires ACL 2022