Pryon Incorporated

Carmi Rothberg

David Nahamoo

Vaibhava Goel

Igor Roditis Jablokov

Soonthorn Ativanichayaphong

Etienne Marcheret

Steven John Rennie

Marie Wenzel Meteer

Ellen Eide Kislal

Chul Sung

Ajinkya Jitendra Zadbuke

John Pruitt

Dominique O'Donnell

Dominique O'donnell

Disclosed are methods, systems, devices, apparatus, media, and other implementations that include a method for document processing (particularly for training of a machine learning question answering platform, and for ingestion of documents). The method includes obtaining a question dataset (e.g., either from public or private repositories of questions) comprising one or more source questions for document processing by a machine learning question-and-answer system that provides answer data in response to question data submitted by a user, modifying a source question from the question dataset to generate one or more augmented questions with equivalent semantic meanings as that of the source question, and processing a document with the one or more augmented questions.

Methods and systems for improved document processing and information retrieval

A question-answering system that receive a natural-language question includes a database to provide a basis for that answer and a structured-query generator that constructs a structured query from the question and uses it to obtain an answer to the question from the database.

Visual structure of documents in question answering

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Carmi Rothberg