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Interpretability

7318 directly classified papers

Papers per year

Papers

Who Feels What and Why? Annotation of a Literature Corpus with Semantic Roles of Emotions COLING 2018

Two Sides of the Same Coin: Belief Revision and Enforcing Arguments IJCAI 2018

Explainable Certain Answers IJCAI 2018

A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems ACL 2018

A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines ACL 2018

Hierarchical Expertise Level Modeling for User Specific Contrastive Explanations IJCAI 2018

Glass-Box: Explaining AI Decisions With Counterfactual Statements Through Conversation With a Voice-enabled Virtual Assistant IJCAI 2018

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