Search Results for author: Muru Selvakumar

Found 2 papers, 1 papers with code

Multi-Label Text Classification using Attention-based Graph Neural Network

2 code implementations22 Mar 2020 Ankit Pal, Muru Selvakumar, Malaikannan Sankarasubbu

The graph attention network uses a feature matrix and a correlation matrix to capture and explore the crucial dependencies between the labels and generate classifiers for the task.

General Classification Graph Attention +4

Compositional Attention Networks for Interpretability in Natural Language Question Answering

no code implementations30 Oct 2018 Muru Selvakumar, Suriyadeepan Ramamoorthy, Vaidheeswaran Archana, Malaikannan Sankarasubbu

Our experiments with 20 bAbI tasks demonstrate the value of MAC net as a data-efficient and interpretable architecture for Natural Language Question Answering.

Logical Reasoning Question Answering +1

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