Papers › An Annotated Commodity News Corpus for Event Extraction

An Annotated Commodity News Corpus for Event Extraction

18 May 2021arXiv:2105.08214archive 2025-07-28

Meisin Lee, Lay-Ki Soon, Eu-Gene Siew, Ly Fie Sugianto

Commodity News contains a wealth of information such as sum-mary of the recent commodity price movement and notable events that led tothe movement. Through event extraction, useful information extracted fromcommodity news is extremely useful in mining for causal relation betweenevents and commodity price movement, which can be used for commodity priceprediction. To facilitate the future research, we introduce a new dataset withthe following information identified and annotated: (i) entities (both nomi-nal and named), (ii) events (trigger words and argument roles), (iii) eventmetadata: modality, polarity and intensity and (iv) event-event relations.

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