page contents Google proposes applying AI to patent application generation and categorization – The News Headline

Google proposes applying AI to patent application generation and categorization

Google asserts that the patent trade stands to get pleasure from AI and system studying fashions like BERT, a herbal language processing set of rules that attained cutting-edge effects when it was once launched in 2018. In a whitepaper revealed lately, the tech large outlines a strategy to coach a BERT type on over 100 million patent publications from the U.S. and different nations the use of open-source tooling, which is able to then be used to resolve the newness of patents and generate classifications to help with categorization.

The worldwide patent corpus is huge, with thousands and thousands of recent patents issued annually. It’s complicated as smartly. Patent packages reasonable round 10,000 phrases and are meticulously wordsmithed by way of inventors, legal professionals, and patent examiners. Patent filings also are written with language that may be unintelligible to put readers and extremely context-dependent; many phrases are used to imply utterly various things in several patents.

For a lot of these causes, Google believes that the patents area is ripe for the appliance of algorithms like BERT. Patents, the corporate notes, constitute super trade worth to a lot of organizations, with companies spending tens of billions of bucks a yr growing patentable generation and transacting the rights to make use of the ensuing generation and patent places of work.

“We are hoping that our [proposal] will assist the wider patent neighborhood in its utility of system studying, together with company patent departments having a look to strengthen their inside fashions and tooling with extra complicated system studying ways, patent places of work desirous about leveraging cutting-edge system studying approaches to help with patent exam and prior artwork looking, system studying and herbal language processing researchers and lecturers who would possibly no longer have thought to be the use of the patents corpus to check and expand novel herbal language processing algorithms,” Google information scientists Rob Srebrovic and Jay Yonamine wrote in a weblog publish. “Patent researchers and lecturers who would possibly no longer have thought to be making use of the BERT set of rules or different transformer based totally approaches to their learn about of patents and innovation.”

As VentureBeat not too long ago reported, companies aren’t the one ones that stand to get pleasure from AI with reference to patent processing. The U.S. Patent and Trademark Place of job (USPTO) constructed AI fashions for various classes of patents after which educated the fashions on textual content from patent abstracts. One by one, the USPTO’s body of workers is the use of AI to extra successfully procedure patent packages. In step with a spokesperson, the company is now the use of a “main RPA supplier” to centralize its bot efforts and make sure a right kind procedure and governance type that comes with use circumstances, building, trying out, and safety sooner than bots are deployed.

“We’re running on including AI gear to assist direction packages to examiners extra briefly and to assist examiners seek for prior artwork,” Andrei Iancu, U.S. Underneath Secretary of Trade for highbrow belongings, stated in an emailed reaction to VentureBeat in October. “We’ve additionally been energetic at the Logos facet, exploring the usage of AI to assist to find prior an identical pictures and to spot what we name fraudulent specimens. We’re exploring the use of AI to strengthen the accuracy and integrity of the trademark sign in.”


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