Application Areas

An Empirical Analysis of Memorization in Fine-tuned Autoregressive Language Models EMNLP 2022 An Empirical Study on Explanations in Out-of-Domain Settings ACL 2022 An Empirical Study on Pseudo-log-likelihood Bias Measures for Masked Language Models Using Paraphrased Sentences NAACL 2022 An Empirical Study on the Fairness of Pre-trained Word Embeddings NAACL 2022 An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models ACL 2022 An End-to-End Dialogue Summarization System for Sales Calls NAACL 2022 An Evaluation of Three-Stage Voice Conversion Framework for Noisy and Reverberant Conditions Interspeech 2022 A New Notion of Individually Fair Clustering: α-Equitable k-Center AISTATS 2022 A new similarity measure for covariate shift with applications to nonparametric regression ICML 2022 An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks Interspeech 2022 An exploratory data analysis: the performance differences of a medical code prediction system on different demographic groups NAACL 2022 An Information-theoretical Approach to Semi-supervised Learning under Covariate-shift AISTATS 2022 An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models NAACL 2022 An Information-Theoretic Justification for Model Pruning AISTATS 2022 An Interactive Explanatory AI System for Industrial Quality Control AAAI 2022 An Investigation of Critical Issues in Bias Mitigation Techniques WACV 2022 An Investigation of the (In)effectiveness of Counterfactually Augmented Data ACL 2022 Anisotropic Additive Quantization for Fast Inner Product Search AAAI 2022 AnnIE: An Annotation Platform for Constructing Complete Open Information Extraction Benchmark ACL 2022 Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection NAACL 2022 Anomaly Detection via Reverse Distillation From One-Class Embedding CVPR 2022 An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization AISTATS 2022 Anonymized Histograms in Intermediate Privacy Models NeurIPS 2022 AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection NeurIPS 2022 A Novel Differentiable Mixed-Precision Quantization Search Framework for Alleviating the Matthew Effect and Improving Robustness ACML 2022