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05/21/2023
How to Capture Intersectional Fairness
In this work, we tackle the problem of intersectional group fairness in ...
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06/22/2022
FairGrad: Fairness Aware Gradient Descent
We tackle the problem of group fairness in classification, where the obj...
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05/12/2022
Fair NLP Models with Differentially Private Text Encoders
Encoded text representations often capture sensitive attributes about in...
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09/22/2020
Message Passing for Hyper-Relational Knowledge Graphs
Hyper-relational knowledge graphs (KGs) (e.g., Wikidata) enable associat...
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07/22/2019
Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs
Question answering has emerged as an intuitive way of querying structure...
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11/02/2018
Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs
In this paper, we conduct an empirical investigation of neural query gra...
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02/11/2018
Formal Ontology Learning from English IS-A Sentences
Ontology learning (OL) is the process of automatically generating an ont...
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11/15/2016
SimDoc: Topic Sequence Alignment based Document Similarity Framework
Document similarity is the problem of estimating the degree to which a g...
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03/19/2015
