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.
