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Interpretability

7,452 papers

Papers per year

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14
488
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Papers

What Gets Echoed? Understanding the “Pointers” in Explanations of Persuasive Arguments IJCNLP 2019
Nonsense!: Quality Control via Two-Step Reason Selection for Annotating Local Acceptability and Related Attributes in News Editorials IJCNLP 2019
Earlier Isn’t Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization IJCNLP 2019
“Going on a vacation” takes longer than “Going for a walk”: A Study of Temporal Commonsense Understanding IJCNLP 2019
How Reasonable are Common-Sense Reasoning Tasks: A Case-Study on the Winograd Schema Challenge and SWAG IJCNLP 2019
On the Importance of Delexicalization for Fact Verification IJCNLP 2019
Towards Debiasing Fact Verification Models IJCNLP 2019
Broad-Coverage Semantic Parsing as Transduction IJCNLP 2019
Core Semantic First: A Top-down Approach for AMR Parsing IJCNLP 2019
Auditing Deep Learning processes through Kernel-based Explanatory Models IJCNLP 2019
Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases IJCNLP 2019
Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation IJCNLP 2019
Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control IJCNLP 2019
Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds IJCNLP 2019
Compositional Generalization for Primitive Substitutions IJCNLP 2019
Revealing the Dark Secrets of BERT IJCNLP 2019
Social IQa: Commonsense Reasoning about Social Interactions IJCNLP 2019
Self-Assembling Modular Networks for Interpretable Multi-Hop Reasoning IJCNLP 2019
Posing Fair Generalization Tasks for Natural Language Inference IJCNLP 2019
Learning to Infer Entities, Properties and their Relations from Clinical Conversations IJCNLP 2019
Human-grounded Evaluations of Explanation Methods for Text Classification IJCNLP 2019
From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining IJCNLP 2019
Fine-Grained Analysis of Propaganda in News Articles IJCNLP 2019
Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs IJCNLP 2019
What Part of the Neural Network Does This? Understanding LSTMs by Measuring and Dissecting Neurons IJCNLP 2019