Interpretability

What made you do this? Understanding black-box decisions with sufficient input subsets AISTATS 2019 What Part of the Neural Network Does This? Understanding LSTMs by Measuring and Dissecting Neurons EMNLP 2019 When Choosing Plausible Alternatives, Clever Hans can be Clever EMNLP 2019 Why Can’t You Do That HAL? Explaining Unsolvability of Planning Tasks IJCAI 2019 Why Didn’t You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models ACL 2019 XRAI: Better Attributions Through Regions ICCV 2019 Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference AAAI 2019 007: Democratically Finding the Cause of Packet Drops NSDI 2018 360° Stance Detection NAACL 2018 A Corpus of Non-Native Written English Annotated for Metaphor NAACL 2018 Adversarial TableQA: Attention Supervision for Question Answering on Tables ACML 2018 A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines ACL 2018 A Hierarchical Neural Attention-based Text Classifier EMNLP 2018 A Joint Learning Approach to Intelligent Job Interview Assessment IJCAI 2018 Analyzing Uncertainty in Neural Machine Translation ICML 2018 An Analysis of Encoder Representations in Transformer-Based Machine Translation EMNLP 2018 An Annotated Corpus for Machine Reading of Instructions in Wet Lab Protocols NAACL 2018 Anaphora Resolution with the ARRAU Corpus NAACL 2018 An Interactive Web-Interface for Visualizing the Inner Workings of the Question Answering LSTM EMNLP 2018 An Interface for Annotating Science Questions EMNLP 2018 An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking EMNLP 2018 An Interpretable Reasoning Network for Multi-Relation Question Answering COLING 2018 An Operation Sequence Model for Explainable Neural Machine Translation EMNLP 2018 A Provable Algorithm for Learning Interpretable Scoring Systems AISTATS 2018 ArguminSci: A Tool for Analyzing Argumentation and Rhetorical Aspects in Scientific Writing EMNLP 2018