The Commodities News Corpus: A Resource forUnderstanding Commodity News Better

05/18/2021
by   Meisin Lee, et al.
0

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.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
09/27/2021

Effective Use of Graph Convolution Network and Contextual Sub-Tree forCommodity News Event Extraction

Event extraction in commodity news is a less researched area as compared...
research
05/25/2022

GENEVA: Pushing the Limit of Generalizability for Event Argument Extraction with 100+ Event Types

Numerous events occur worldwide and are documented in the news, social m...
research
12/08/2019

Open-domain Event Extraction and Embedding for Natural Gas Market Prediction

We propose an approach to predict the natural gas price in several days ...
research
11/14/2019

Mining News Events from Comparable News Corpora: A Multi-Attribute Proximity Network Modeling Approach

We present ProxiModel, a novel event mining framework for extracting hig...
research
08/01/2020

Tense, aspect and mood based event extraction for situation analysis and crisis management

Nowadays event extraction systems mainly deal with a relatively small am...
research
05/01/2022

Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach

One of the challenges in event extraction via traditional supervised lea...
research
01/15/2022

Extracting Space Situational Awareness Events from News Text

Space situational awareness typically makes use of physical measurements...

Please sign up or login with your details

Forgot password? Click here to reset