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LEMONADE Dataset - Papersgraph

Datasets/

Texts

LEMONADE

Introduced in LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World2025

About this Dataset

LEMONADE is a large, expert-annotated dataset for event extraction from news articles in 20 languages: English, Spanish, Arabic, French, Italian, Russian, German, Turkish, Burmese, Indonesian, Ukrainian, Korean, Portuguese, Dutch, Somali, Nepali, Chinese, Persian, Hebrew, and Japanese.

Source: LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World

Dataset Variants

LEMONADE

Papers1

LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World

This paper presents LEMONADE, a large-scale conflict event dataset comprising 39,786 events across 20 languages and 171 countries, with extensive coverage of region-specific entities, and introduces abstractive event extraction (AEE) and its subtask, abstractive entity linking (AEL).

Tasks

EDIT

Classification Entity Linking Event Extraction Event Detection Event Argument Extraction Cross-Lingual Entity Linking Document-level Event Extraction

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Statistics

Papers

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Introduced

2025

License

Apache License, Version 2.0

Modalities

Texts

Languages

EnglishFrenchSpanishGermanItalian

Chinese

Japanese

Russian

Portuguese

Arabic

Dutch

Hebrew

Indonesian

Korean

Persian

Turkish

Ukrainian

Burmese

Nepali (individual language)

Somali