Application Areas

Up to 100x Faster Data-Free Knowledge Distillation AAAI 2022 UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs NeurIPS 2022 Use-Case-Grounded Simulations for Explanation Evaluation NeurIPS 2022 UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis NAACL 2022 User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition on Federated Learning Interspeech 2022 UserLibri: A Dataset for ASR Personalization Using Only Text Interspeech 2022 Using Constraint Programming and Graph Representation Learning for Generating Interpretable Cloud Security Policies IJCAI 2022 Using Contextual Sentence Analysis Models to Recognize ESG Concepts EMNLP 2022 Using Data Augmentation and Consistency Regularization to Improve Semi-supervised Speech Recognition Interspeech 2022 Using Deep Mixture-of-Experts to Detect Word Meaning Shift for TempoWiC EMNLP 2022 Using Item Response Theory to Measure Gender and Racial Bias of a BERT-based Automated English Speech Assessment System NAACL 2022 Using Language Models to Improve Rule-based Linguistic Annotation of Modern Historical Japanese Corpora COLING 2022 Using Mixup as a Regularizer Can Surprisingly Improve Accuracy & Out-of-Distribution Robustness NeurIPS 2022 Using Multimodal Data and AI to Dynamically Map Flood Risk AAAI 2022 Using Natural Sentence Prompts for Understanding Biases in Language Models NAACL 2022 Using NLP to Support English Teaching in Rural Schools EMNLP 2022 Using Public Data to Predict Demand for Mobile Health Clinics AAAI 2022 Using Reinforcement Learning for Operating Educational Campuses Safely during a Pandemic (Student Abstract) AAAI 2022 Using Translation Process Data to Explore Explicitation and Implicitation through Discourse Connectives COLING 2022 Utility Preservation of Clinical Text After De-Identification ACL 2022 UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation SemEval 2022 Vaccinating SER to Neutralize Adversarial Attacks with Self-Supervised Augmentation Strategy Interspeech 2022 VAgyojaka: An Annotating and Post-Editing Tool for Automatic Speech Recognition Interspeech 2022 VALUE: Understanding Dialect Disparity in NLU ACL 2022 Variational- and metric-based deep latent space for out-of-distribution detection UAI 2022