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Interpretability

7318 directly classified papers

Papers per year

Papers

Revealing and Predicting Online Persuasion Strategy with Elementary Units IJCNLP 2019

Counterfactuals in Explainable Artificial Intelligence (XAI): Evidence from Human Reasoning IJCAI 2019

Core Semantic First: A Top-down Approach for AMR Parsing IJCNLP 2019

Amazon at MRP 2019: Parsing Meaning Representations with Lexical and Phrasal Anchoring CONLL 2019

Automatic Classifiers as Scientific Instruments: One Step Further Away from Ground-Truth ICML 2019

Learning Neurosymbolic Generative Models via Program Synthesis ICML 2019

Learning to Plan with Logical Automata RSS 2019

Mapping (Dis-)Information Flow about the MH17 Plane Crash EMNLP 2019

Towards Understanding Neural Machine Translation with Word Importance IJCNLP 2019

Analytical Methods for Interpretable Ultradense Word Embeddings IJCNLP 2019

Towards Making a Dependency Parser See IJCNLP 2019

How well do NLI models capture verb veridicality? IJCNLP 2019

“Going on a vacation” takes longer than “Going for a walk”: A Study of Temporal Commonsense Understanding IJCNLP 2019

Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases IJCNLP 2019

Social IQa: Commonsense Reasoning about Social Interactions IJCNLP 2019

AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models IJCNLP 2019

A Regularization Approach for Incorporating Event Knowledge and Coreference Relations into Neural Discourse Parsing EMNLP 2019

Designing and Interpreting Probes with Control Tasks EMNLP 2019

Governance by Glass-Box: Implementing Transparent Moral Bounds for AI Behaviour IJCAI 2019

FAMULUS: Interactive Annotation and Feedback Generation for Teaching Diagnostic Reasoning IJCNLP 2019

Model-Agnostic Adversarial Detection by Random Perturbations IJCAI 2019

An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation EMNLP 2019

Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control EMNLP 2019

PointCloud Saliency Maps ICCV 2019

Evaluating the Interpretability of the Knowledge Compilation Map: Communicating Logical Statements Effectively IJCAI 2019