17808628. GENERATING GOAL-ORIENTED DIALOGUES FROM DOCUMENTS simplified abstract (INTERNATIONAL BUSINESS MACHINES CORPORATION)

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GENERATING GOAL-ORIENTED DIALOGUES FROM DOCUMENTS

Organization Name

INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor(s)

Song Feng of New York NY (US)

Chulaka Gunasekara of New Hyde Park NY (US)

Hui Wan of White Plains NY (US)

Jatin Ganhotra of Jersey City NJ (US)

Siva Sankalp Patel of White Plains NY (US)

Sachindra Joshi of Gurgaon (IN)

GENERATING GOAL-ORIENTED DIALOGUES FROM DOCUMENTS - A simplified explanation of the abstract

This abstract first appeared for US patent application 17808628 titled 'GENERATING GOAL-ORIENTED DIALOGUES FROM DOCUMENTS

Simplified Explanation

The patent application describes a computer-based method, system, and program for generating a goal-oriented dialogue from a grounding document. This involves analyzing a corpus of text to identify semantic structures that can be used to simulate a dialogue. The system then generates a simulated dialogue flow, including utterances from a simulated agent and user.

  • The technology analyzes a body of text to identify structures that can be used to simulate a dialogue.
  • It generates a simulated dialogue flow, including utterances from a simulated agent and user.
  • The goal is to create a goal-oriented dialogue based on the content of a grounding document.

Potential Applications

  • Virtual assistants or chatbots that can engage in goal-oriented conversations with users.
  • Customer service systems that can provide personalized and interactive support.
  • Educational platforms that can simulate dialogue-based learning experiences.

Problems Solved

  • Automates the process of generating goal-oriented dialogues from a grounding document.
  • Enables the creation of interactive and personalized conversational systems.
  • Improves the efficiency and effectiveness of virtual assistants and chatbots.

Benefits

  • Enhances user experience by providing interactive and engaging conversations.
  • Saves time and resources by automating the dialogue generation process.
  • Enables the development of more advanced and intelligent conversational systems.


Original Abstract Submitted

Provided is a computer-implemented method, system, and computer program product for generating a goal-oriented dialogue from a grounding document. A processor may analyze a corpus of text. The processor may identify, based on the analyzing, one or more semantic structures that can be used to simulate a dialogue. The processor may generate, based on the identifying, a simulated dialogue, the simulated dialogue including one or more utterances from a simulated agent and one or more utterances from a simulated user to form a dialogue flow.

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