research
∙
05/21/2023
How to Capture Intersectional Fairness
In this work, we tackle the problem of intersectional group fairness in ...
share
research
∙
06/22/2022
FairGrad: Fairness Aware Gradient Descent
We tackle the problem of group fairness in classification, where the obj...
research
∙
05/12/2022
Fair NLP Models with Differentially Private Text Encoders
Encoded text representations often capture sensitive attributes about in...
research
∙
09/22/2020
Message Passing for Hyper-Relational Knowledge Graphs
Hyper-relational knowledge graphs (KGs) (e.g., Wikidata) enable associat...
research
∙
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...
research
∙
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...
research
∙
02/11/2018
Formal Ontology Learning from English IS-A Sentences
Ontology learning (OL) is the process of automatically generating an ont...
research
∙
11/15/2016
SimDoc: Topic Sequence Alignment based Document Similarity Framework
Document similarity is the problem of estimating the degree to which a g...
research
∙
03/19/2015