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Interpretability

7318 directly classified papers

Papers per year

Papers

Transition-based Neural RST Parsing with Implicit Syntax Features COLING 2018
Contextual Outlier Interpretation IJCAI 2018
Interpretable Rationale Augmented Charge Prediction System COLING 2018
On The Alignment Problem In Multi-Head Attention-Based Neural Machine Translation EMNLP 2018
An Operation Sequence Model for Explainable Neural Machine Translation EMNLP 2018
Belief Update in the Horn Fragment IJCAI 2018
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