Coreference Demonstrations
Visualization of Coreference Solution using spacy-streamlit (for visualization) and spacy-experimental (for coreference resolution) module.
The dashboard has the classic two-side design.
On the left, cluster groups which have coreference resolved elements are displayed. On the right, the whole text along with coreference spans are highlighted.
Yesterday, Google announced its own AI chatbot, Bard, a competitor to ChatGPT developed by OpenAI.
However, the tech giant embarrassed itself by sharing an inaccurate information generated with the new platform.
As a result, the company's stock plunged pretrading before recouping its losses during the day.
Take this sample text.
As we well know, Google, the tech giant, and the company mean the thing - Google. Also, AI chatbot, Bard, and a competitor mean AI chatbot.
Coreference resolution is to recover those words represented differently to its root (head).
Technically, all elements in every coreference cluster can be modified to its head element. However, in my case, modifying only companies suffice. Therefore, however many clusters exist, only clusters which have companies will be converted.