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Wenjie Dong

3 accepted papers

2025

ProTOD: Proactive Task-oriented Dialogue System Based on Large Language Model

COLING 2025main

Large Language Model (LLM)-based Task-Oriented Dialogue (TOD) systems show promising performance in helping users achieve specific goals in a zero-shot setting. However, existing systems engage with users in a reactive manner, relying on a basic single-query mechanism with the knowledge base and emp…

2024

A Survey on Open Information Extraction from Rule-based Model to Large Language Model

EMNLP 2024finding

Open Information Extraction (OpenIE) represents a crucial NLP task aimed at deriving structured information from unstructured text, unrestricted by relation type or domain. This survey paper provides an overview of OpenIE technologies spanning from 2007 to 2024, emphasizing a chronological perspecti…

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