Interpretability

Systematicity in GPT-3’s Interpretation of Novel English Noun Compounds EMNLP 2022 TAPE: Assessing Few-shot Russian Language Understanding EMNLP 2022 Task-Agnostic Graph Explanations NeurIPS 2022 Task Discovery: Finding the Tasks that Neural Networks Generalize on NeurIPS 2022 Taylor, Can You Hear Me Now? A Taylor-Unfolding Framework for Monaural Speech Enhancement IJCAI 2022 Teaching LTLf Satisfiability Checking to Neural Networks IJCAI 2022 Temporality Spatialization: A Scalable and Faithful Time-Travelling Visualization for Deep Classifier Training IJCAI 2022 Text Characterization Toolkit (TCT) AACL 2022 TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text AAAI 2022 Texture-Based Error Analysis for Image Super-Resolution CVPR 2022 That’s the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data EMNLP 2022 The Architectural Bottleneck Principle EMNLP 2022 The Best of Both Worlds: Combining Engineered Features with Transformers for Improved Mental Health Prediction from Reddit Posts COLING 2022 The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative Correlative EMNLP 2022 The Birth of Bias: A case study on the evolution of gender bias in an English language model NAACL 2022 The CODI-CRAC 2022 Shared Task on Anaphora, Bridging, and Discourse Deixis in Dialogue COLING 2022 The Curious Case of Absolute Position Embeddings EMNLP 2022 The Curious Case of Control EMNLP 2022 The Fragility of Multi-Treebank Parsing Evaluation COLING 2022 The Good, the Bad, and the Explainer: A Tool for Contrastive Explanations of Text Classifiers IJCAI 2022 The Human Evaluation Datasheet: A Template for Recording Details of Human Evaluation Experiments in NLP ACL 2022 The Irrationality of Neural Rationale Models NAACL 2022 The Legal Argument Reasoning Task in Civil Procedure EMNLP 2022 The Neural Race Reduction: Dynamics of Abstraction in Gated Networks ICML 2022 The Secret of Metaphor on Expressing Stronger Emotion EMNLP 2022