Application Areas

Approximate Nearest Neighbour Phrase Mining for Contextual Speech Recognition Interspeech 2023 Approximating Fair Division on D-Claw-Free Graphs IJCAI 2023 Approximation Algorithms for Fair Range Clustering ICML 2023 A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models EMNLP 2023 A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model Interspeech 2023 A Pretty Fast Algorithm for Adaptive Private Mean Estimation COLT 2023 A Privacy-Friendly Approach to Data Valuation NeurIPS 2023 AQuA: A Benchmarking Tool for Label Quality Assessment NeurIPS 2023 A Quest for Paradigm Coverage: The Story of Nen EACL 2023 Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation Interspeech 2023 AraDiaWER: An Explainable Metric For Dialectical Arabic ASR EACL 2023 A Randomized Approach to Tight Privacy Accounting NeurIPS 2023 Architecture, Dataset and Model-Scale Agnostic Data-Free Meta-Learning CVPR 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 Compressed Language Models Less Subgroup Robust? EMNLP 2023 Are Data-Driven Explanations Robust Against Out-of-Distribution Data? CVPR 2023 Are Diffusion Models Vulnerable to Membership Inference Attacks? ICML 2023 Are fairness metric scores enough to assess discrimination biases in machine learning? ACL 2023 Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children’s Fairy Tales ACL 2023 A Regularized Conditional GAN for Posterior Sampling in Image Recovery Problems NeurIPS 2023 Are Intermediate Layers and Labels Really Necessary? A General Language Model Distillation Method ACL 2023 Are Large Kernels Better Teachers than Transformers for ConvNets? ICML 2023 Are Large Language Models Reliable Judges? A Study on the Factuality Evaluation Capabilities of LLMs EMNLP 2023