Application Areas

Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing Interspeech 2022 Improving Generalization of Hate Speech Detection Systems to Novel Target Groups via Domain Adaptation NAACL 2022 Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge ACL 2022 Improving Machine Translation with Phrase Pair Injection and Corpus Filtering EMNLP 2022 Improving Mini-batch Optimal Transport via Partial Transportation ICML 2022 Improving Model Generalization by Agreement of Learned Representations From Data Augmentation WACV 2022 Improving Neural Cross-Lingual Abstractive Summarization via Employing Optimal Transport Distance for Knowledge Distillation AAAI 2022 Improving Object Detection by Label Assignment Distillation WACV 2022 Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors NeurIPS 2022 Improving Out-of-Distribution Robustness via Selective Augmentation ICML 2022 Improving Policy Optimization with Generalist-Specialist Learning 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 Recognition of Out-of-vocabulary Words in E2E Code-switching ASR by Fusing Speech Generation Methods Interspeech 2022 Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification ICML 2022 Improving Scene Graph Classification by Exploiting Knowledge from Texts AAAI 2022 Improving Screening Processes via Calibrated Subset Selection ICML 2022 Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks Interspeech 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 Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features EMNLP 2022 Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation EMNLP 2022 Improving the Training Recipe for a Robust Conformer-based Hybrid Model Interspeech 2022