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graph4ai / graph4nlp_literature

This repo is to provide a list of literature regarding Deep Learning on Graphs for NLP
MIT License
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Have a look at new GNN variant in KBQA reasoning #1

Open RichardHGL opened 3 years ago

RichardHGL commented 3 years ago

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

AlanSwift commented 3 years ago

Thank you for your feedback and recommendation. We will discuss it in our project meeting.