RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor

Khanh Duy Nguyen; Zixuan Zhang; Reece Suchocki; Sha Li; Martha Palmer; Susan Brown; Jiawei Han; Heng Ji

RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor

Khanh Duy Nguyen, Zixuan Zhang, Reece Suchocki, Sha Li, Martha Palmer, Susan Brown, Jiawei Han, Heng Ji

Research output: Contribution to conference › Paper › peer-review

Abstract

In this paper, we present RESIN-EDITOR, an interactive event graph visualizer and editor designed for analyzing complex events. Our RESIN-EDITOR system allows users to render and freely edit hierarchical event graphs extracted from multimedia and multi-document news clusters with guidance from human-curated event schemas. RESIN-EDITOR’s unique features include hierarchical graph visualization, comprehensive source tracing, and interactive user editing, which is more powerful and versatile than existing Information Extraction (IE) visualization tools. In our evaluation of RESIN-EDITOR, we demonstrate ways in which our tool is effective in understanding complex events and enhancing system performance. The source code¹, a video demonstration², and a live website³ for RESIN-EDITOR have been made publicly available.

Original language	English (US)
Pages	365-372
Number of pages	8
State	Published - 2023
Event	2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023 - Hybrid, Singapore, Singapore Duration: Dec 6 2023 → Dec 10 2023

Conference

Conference	2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023
Country/Territory	Singapore
City	Hybrid, Singapore
Period	12/6/23 → 12/10/23

ASJC Scopus subject areas

Computational Theory and Mathematics
Computer Science Applications
Information Systems

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title = "RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor",

abstract = "In this paper, we present RESIN-EDITOR, an interactive event graph visualizer and editor designed for analyzing complex events. Our RESIN-EDITOR system allows users to render and freely edit hierarchical event graphs extracted from multimedia and multi-document news clusters with guidance from human-curated event schemas. RESIN-EDITOR{\textquoteright}s unique features include hierarchical graph visualization, comprehensive source tracing, and interactive user editing, which is more powerful and versatile than existing Information Extraction (IE) visualization tools. In our evaluation of RESIN-EDITOR, we demonstrate ways in which our tool is effective in understanding complex events and enhancing system performance. The source code1, a video demonstration2, and a live website3 for RESIN-EDITOR have been made publicly available.",

author = "Nguyen, {Khanh Duy} and Zixuan Zhang and Reece Suchocki and Sha Li and Martha Palmer and Susan Brown and Jiawei Han and Heng Ji",

note = "Publisher Copyright: {\textcopyright} 2023 Association for Computational Linguistics.; 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023 ; Conference date: 06-12-2023 Through 10-12-2023",

year = "2023",

language = "English (US)",

pages = "365--372",

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T2 - 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023

AU - Nguyen, Khanh Duy

AU - Zhang, Zixuan

AU - Suchocki, Reece

AU - Li, Sha

AU - Palmer, Martha

AU - Brown, Susan

AU - Han, Jiawei

AU - Ji, Heng

PY - 2023

Y1 - 2023

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AB - In this paper, we present RESIN-EDITOR, an interactive event graph visualizer and editor designed for analyzing complex events. Our RESIN-EDITOR system allows users to render and freely edit hierarchical event graphs extracted from multimedia and multi-document news clusters with guidance from human-curated event schemas. RESIN-EDITOR’s unique features include hierarchical graph visualization, comprehensive source tracing, and interactive user editing, which is more powerful and versatile than existing Information Extraction (IE) visualization tools. In our evaluation of RESIN-EDITOR, we demonstrate ways in which our tool is effective in understanding complex events and enhancing system performance. The source code1, a video demonstration2, and a live website3 for RESIN-EDITOR have been made publicly available.

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Y2 - 6 December 2023 through 10 December 2023

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RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor

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