reference graph

Introduction

Researchers do a lot of literature survey, which is always a pain, pain, in the sense that it is hard to get the 'big picture' of a field facing the endless and messy papers. There should be auto tools allowing people to find out the most influential works so see how the studies of a field evolves along time. However I cannot find myself a satisfactory one and I decided to make one myself. The main functionality of this tool includes:

Given a set of papers, visualize their relationship as a graph. Graph nodes are papers and they are arranged chronologically. Graph edges indicate citation relationship.
Features of each paper can be attached to the nodes. Influential papers are highlighted.
Given a set of papers, the tool is able to find the most related papers in terms of citation relationship. Namely, expand your paper pool.

Demos

Fig. 1 Reference graph for text based story segmentation. Features of each study are listed in each node.

Fig. 2 Reference graph for deep learning based sentence representation and classification. Node color and font size encode the citation number of each graph indicating its impact of the community. In this graph, it's very easy to find out the influential works and how the field evolves along time.

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Reference Graph

It's about literature visualization, search, and management.

Introduction

Demos