This repo is to provide a list of literature regarding Deep Learning on Graphs for NLP

Overview

graph4nlp_literature

This repo is to provide a list of literature regarding Deep Learning on Graphs for NLP

Issues
  • Have a look at new GNN variant in KBQA reasoning

    Have a look at new GNN variant in KBQA reasoning

    Hi! Your wonderful literature may help researchers have a comprehensive overview of recent advances.

    You may have a look at our recently released paper at WSDM 2021. The neural state machine introduced in this paper is an easy-to-use GNN approach to reason on KB (directed relational graphs) and also show promising results on benchmarks (2nd place for CWQ on the leaderboard). Paper title: Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals The link to our paper is: https://arxiv.org/abs/2101.03737 We also release the code: https://github.com/RichardHGL/WSDM2021_NSM

    opened by RichardHGL 1
Owner
Graph4AI
Graph4AI
This is my reading list for my PhD in AI, NLP, Deep Learning and more.

This is my reading list for my PhD in AI, NLP, Deep Learning and more.

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