TheNFAPost Podcast

Google has built the text editor from scratch, where it provides NLG support to users at several stages of story creation. The researchers from Google recently proposed an AI-assisted editor called Wordcraft, which lets a writer and a dialogue system collaborate to write a story.

As neural language models grow in effectiveness, they are increasingly being applied in real-world settings. However these applications tend to be limited in the modes of interaction they support. Wordcraft, an AI-assisted editor for story writing in which a writer and a dialog system collaborate to write a story.

To address this limitation, a team from Google Research has proposed Wordcraft, a text editor with a built-in AI-powered creative writing assistant. Wordcraft leverages few-shot learning and the natural affordances of conversation to support a variety of user interactions; and can help with story planning, writing and editing.

The latest tool of Google provides a sandbox for writers to probe the boundaries of transformer-based language models. Its novel interface uses few-shot learning and natural affordances of conversation to support a variety of interactions.

Besides, training separate language models for every one of these highlights and creating them all available through a solitary interface can be exorbitant. For this, Google has not just utilized not many shot learning procedures to construct a right hand fueled by a solitary language model, however, it has additionally utilized discourse models over broadly useful language models (GPLM).

To support their novel human-AI writing assistant collaboration system, the team employed Meena (Adiwardana et al., 2020), an open-ended dialogue system for text generation. Originally designed as a chatbot, Meena is broadly capable of following instructions and answering questions posed in a conversational format.

The researchers also applied few-shot learning to enable their language model to perform desired tasks based on users’ instructions. Moreover, if the AI assistant does not understand what a human writer is requesting, it will return a request for clarification in a natural language conversational format, making it user-friendly.

Today, many devices are available on the lookout, which offers a consistent composing experience for clients, including Grammarly, Ginger, ProWritingAid, WhiteSmoke, Reverso, and so on . Such frameworks utilize artificial intelligence to create open-finished storylines or add more content to the furthest limit of the story.

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