LANGUAGE MODEL ADAPTATION FOR SPECIFIC TEXTS

Patent №

US 9,256,596

Granted

2016-02-09

Filed 2014

Owner

NICE-SYSTEMS LTD

Lab

AI components

6

ml · nlp · vision · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14307520

A computerized method for adapting a baseline language model, comprising obtaining a textual corpus of documents that comprise textual expressions, incorporating in the baseline language model textual expressions from documents which are determined as relevant to a provided target text based on a plurality of different relevancy determinations between the documents and the provided target text, thereby adapting the baseline language model to form an adapted language model for recognizing terms of a context of the provided target text, wherein the method is automatically performed on an at least one computerized apparatus configured to perform the method.

Machine learningNatural languageVisionSpeechKnowledge representationAI hardwareG06F 40/42G06F 40/216G06F 40/247G06F 40/268G06F 40/30G10L 15/065G10L 15/183

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation1.00
Speech1.00
Vision0.96
AI hardware0.53
Planning0.44
Evolutionary computation0.00

Ownership

NICE-SYSTEMS LTD

assignment · 331230899

Assignors

NISSAN, MAOR, ARTZI, SHIMRIT, BRETTER, RONNY

On an employer assignment, the assignors are typically the inventors.

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