Github Repository: https://github.com/WangYao-GoGoGo/ntcir19_fehu
Note (March 20, 2026): Versions before commit `af52dcb` (as of March 20, 2026) are incorrect: `dataset/gold_labels/dev/dev_human_values.json` and `dataset/gold_labels/train/train_human_values.json` contained actor misalignment caused by a code bug. This has been corrected in the current version.
Human Value Label Set:
human_value_level1_values.json: level-1 human value categories with mappings
human_value_level2_values.json: level-2 human value categories with mappings
human_value_taxonomy.json: overal human value taxonomy with level-1 to level-4 categories
level_1_to_level_2.json: mappings from level-1 to level-2
level_2_to_level_1.json: mapping from level-2 to level-1
human_value_level1_direction_mapping.json: human value direction mappings
Fact news & Subevents & Human Value Gold Labels:
Training dataset:
Event base: https://github.com/WangYao-GoGoGo/ntcir19_fehu/tree/master/dataset/train
guid: article id
content: fact news content
title: new title
actors: actors in the news
subevents: subevents info
id: subevent id
subevent: subevent content
Gold Labels:
Gold labels: https://github.com/WangYao-GoGoGo/ntcir19_fehu/tree/master/dataset/gold_labels/train
guid: article id. It can connect to the corresponding event in echv_base_final.json.
article_human_values:
actor:
l1_value: level-1 human value label
l2_value: level-2 human value label
direction: aligned with/ contradictory to
explanation: explain why this actor's behavior or speech expresses/controdicts to this human value.
subevents_human_values:
subevent_id
subvent_human_values: human values in the corresponding subevent
actor:
l1_value:
l2_value:
explanation:
direction:
Dev dataset link:
Event base: https://github.com/WangYao-GoGoGo/ntcir19_fehu/tree/master/dataset/dev
Gold labels: https://github.com/WangYao-GoGoGo/ntcir19_fehu/tree/master/dataset/gold_labels/dev
Test dataset link : https://github.com/WangYao-GoGoGo/ntcir19_fehu/tree/master/dataset/test
article_level: only contains article information
test_article_event_base.json
subevent_level: contains article information with subevents
test_subevent_event_base.json
