Math-KG: Construction and Applications of Mathematical Knowledge Graph
Not on the map. Why?
Abstract (arXiv)
Recently, the explosion of online education platforms makes a success in encouraging us to easily access online education resources. However, most of them ignore the integration of massive unstructured information, which inevitably brings the problem of textitinformation overload and textitknowledge trek. In this paper, we proposed a mathematical knowledge graph named Math-KG, which automatically constructed by the pipeline method with the natural language processing technology to integrate the resources of the mathematics. It is built from the corpora of Baidu Baike, Wikipedia. We implement a simple application system to validate the proposed Math-KG can make contributions on a series of scenes, including faults analysis and semantic search. The system is publicly available at GitHub footnoteurlhttps://github.com/wjn1996/Mathematical-Knowledge-Entity-Recognition..
Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). Builds on 3 of its 12 references that are in the map. First posted on arXiv 8 May 2022.
Builds on
3 of 12 references.
References · 3
Built on by
Citing papers per year: 2024: 1; 2025: 3.
4 papers.
- 2025Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Informationcited by 15
- 2024ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domainscited by 8
- 2025Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoningcited by 8
- 2025AutoMathKG: The automated mathematical knowledge graph based on LLM and vector databasecited by 6
- 2025AutoMathKG: The automated mathematical knowledge graph based on LLM and vector database19 May 2025
- 2025Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning3 Mar 2025
- 2025Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information20 Feb 2025
- 2024ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains13 Oct 2024