07.AI

자연어처리 (NLP) - 과업 지향 대화 (Task-oriented Dialogue, ToD)

Mr. Slumber 2026. 1. 13. 00:05
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(개념) 사용자가 특정 목표(task) 를 달성하도록 돕는 대화 시스템

- 정보 검색, 예약, 주문, 설정 변경 등 명확한 목적이 있는 대화를 수행하는 시스템

- 예) 챗봇, 음성 비서 등

 

https://github.com/modulabs/beyondBERT/issues/18

 

 

Figure 1.  Example of the proposed knowledge-grounded task-oriented dialogue system.

 

Figure 2.  Baseline architecture for the knowledge-grounded task-oriented dialogue system.

 

https://www.mdpi.com/1424-8220/23/2/685

 

A Knowledge-Grounded Task-Oriented Dialogue System with Hierarchical Structure for Enhancing Knowledge Selection | MDPI

For a task-oriented dialogue system to provide appropriate answers to and services for users’ questions, it is necessary for it to be able to utilize knowledge related to the topic of the conversation.

www.mdpi.com

https://github.com/modulabs/beyondBERT/issues/18

 

A Simple Language Model for Task-Oriented Dialogue · Issue #18 · modulabs/beyondBERT

어떤 내용의 논문인가요? 👋 end-to-end 기반의 TOD 모델인 Simple TOD 모델을 제안하는 내용입니다. Abstract (요약) 🕵🏻‍♂️ Task-oriented dialogue is often decomposed into three tasks: understanding user input, deciding

github.com

 

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