Knowledge Graphs

My research involves building models to canonicalize entities and relations obtained after applying OpenIE on noisy texts. This reduces sparsity and redundancy of the knowledge graph which is beneficial in downstream tasks.

I also work on improving SOTA knowledge graph embedding methods like TransE, RotatE and TuckER.

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Anmol Goel
Undergraduate Researcher

Exploring NLProc Research one step at a time