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10/25/2022
Multilingual Relation Classification via Efficient and Effective Prompting
Prompting pre-trained language models has achieved impressive performanc...
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05/19/2022
Why only Micro-F1? Class Weighting of Measures for Relation Classification
Relation classification models are conventionally evaluated using only a...
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01/28/2021
Explaining Natural Language Processing Classifiers with Occlusion and Language Modeling
Deep neural networks are powerful statistical learners. However, their p...
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04/21/2020
Considering Likelihood in NLP Classification Explanations with Occlusion and Language Modeling
Recently, state-of-the-art NLP models gained an increasing syntactic and...
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09/24/2019
Layerwise Relevance Visualization in Convolutional Text Graph Classifiers
Representations in the hidden layers of Deep Neural Networks (DNN) are o...
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04/02/2019
Neural Vector Conceptualization for Word Vector Space Interpretation
Distributed word vector spaces are considered hard to interpret which hi...
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03/28/2019
Train, Sort, Explain: Learning to Diagnose Translation Models
Evaluating translation models is a trade-off between effort and detail. ...
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08/13/2018