Interpretability

Deepfake Network Architecture Attribution AAAI 2022 Deep symbolic regression for recurrence prediction ICML 2022 DeepType 2: Superhuman Entity Linking, All You Need Is Type Interactions AAAI 2022 DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training AAAI 2022 Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes CVPR 2022 DEGREE: Decomposition Based Explanation for Graph Neural Networks ICLR 2022 Delivering Fairness in Human Resources AI: Mutual Information to the Rescue AACL 2022 Delivering Trustworthy AI through Formal XAI AAAI 2022 DEMETR: Diagnosing Evaluation Metrics for Translation EMNLP 2022 Demystifying Neural Fake News via Linguistic Feature-Based Interpretation COLING 2022 Describing Differences between Text Distributions with Natural Language ICML 2022 Design Challenges for a Multi-Perspective Search Engine NAACL 2022 Detecting Arguments in CJEU Decisions on Fiscal State Aid COLING 2022 Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes EMNLP 2022 Detecting Textual Adversarial Examples Based on Distributional Characteristics of Data Representations ACL 2022 Detecting Word-Level Adversarial Text Attacks via SHapley Additive exPlanations ACL 2022 Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation ACL 2022 Detect, Understand, Act: A Neuro-Symbolic Hierarchical Reinforcement Learning Framework (Extended Abstract) IJCAI 2022 Developing a Production System for Purpose of Call Detection in Business Phone Conversations NAACL 2022 “Devils Are in the Details”: Annotating Specificity of Clinical Advice from Medical Literature NAACL 2022 Diagnostics-Guided Explanation Generation AAAI 2022 Differential Bias: On the Perceptibility of Stance Imbalance in Argumentation AACL 2022 Director: Generator-Classifiers For Supervised Language Modeling AACL 2022 “#DisabledOnIndianTwitter” : A Dataset towards Understanding the Expression of People with Disabilities on Indian Twitter AACL 2022 Discontinuous Constituency and BERT: A Case Study of Dutch ACL 2022