How The Guardian and AFP used machine studying to grasp quotes


In 2021, The Guardian took half within the Journalism AI Collab Challenges, a undertaking connecting world newsrooms to grasp how synthetic intelligence can enhance journalism. 

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One explicit problem was to reply the query “How would possibly we use modular journalism and AI to assemble new storytelling codecs and attain underserved audiences?”

Anna Vissens, Lead Scientist, and Michel Schammel, Senior Knowledge Scientist, at Guardian Information & Media, United Kingdom, joined WAN-IFRA’s digital Newsroom Summit in late April to speak in regards to the learnings from this undertaking.
What are quotes?
The workforce outlined modules as fragments of a narrative that reside independently however could be repurposed, and even changed, by one other fragment. Based mostly on this definition, quotes are strongly certified as modules.

Taking Wikipedia as the place to begin, right here’s how the workforce outlined a quote: 

A citation is the repetition of a sentence, phrase, or passage from speech or textual content that somebody has mentioned or written. In oral speech, it’s the illustration of an utterance that’s launched by a quotative marker, comparable to a verb of claiming. For instance: John mentioned: “I noticed Mary right this moment.” 

In written textual content, quotations are signaled by citation marks.

“It appears easy however we wrestled with questions like – what about music lyrics? Or poems? Are they quotes? What if somebody doesn’t say it however thinks about it? Can we deal with ideas as we might speech?” mentioned Vissens.
Why are they doing this?
There are a number of use cas…


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