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Interpretability

7318 directly classified papers

Papers per year

Papers

DALEX: Explainers for Complex Predictive Models in R JMLR 2018

Know Who Your Friends Are: Understanding Social Connections from Unstructured Text NAACL 2018

Anaphora Resolution with the ARRAU Corpus NAACL 2018

Detecting Linguistic Characteristics of Alzheimer’s Dementia by Interpreting Neural Models NAACL 2018

A Joint Learning Approach to Intelligent Job Interview Assessment IJCAI 2018

A Corpus of Non-Native Written English Annotated for Metaphor NAACL 2018

On the Equivalence between Assumption-Based Argumentation and Logic Programming (Extended Abstract) IJCAI 2018

RankME: Reliable Human Ratings for Natural Language Generation NAACL 2018

Finding syntax in human encephalography with beam search ACL 2018

Leveraging Qualitative Reasoning to Improve SFL IJCAI 2018

MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels ICML 2018

LaVAN: Localized and Visible Adversarial Noise ICML 2018

SparseMAP: Differentiable Sparse Structured Inference ICML 2018

Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement ACL 2018

Max-Mahalanobis Linear Discriminant Analysis Networks ICML 2018

Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples ICML 2018

Interpretable Recommendation via Attraction Modeling: Learning Multilevel Attractiveness over Multimodal Movie Contents IJCAI 2018

Reasoning about Actions and State Changes by Injecting Commonsense Knowledge EMNLP 2018

Structured Output Learning with Abstention: Application to Accurate Opinion Prediction ICML 2018

Modeling the Assimilation-Contrast Effects in Online Product Rating Systems: Debiasing and Recommendations IJCAI 2018

Rule- and Learning-based Methods for Bridging Resolution in the ARRAU Corpus NAACL 2018

Co-Attention Based Neural Network for Source-Dependent Essay Scoring NAACL 2018

The Emergence of Semantics in Neural Network Representations of Visual Information NAACL 2018

Explainable Prediction of Medical Codes from Clinical Text NAACL 2018

Teaching Categories to Human Learners With Visual Explanations CVPR 2018