TextWorld KG Dataset
Dataset proposed in the paper Building Dynamic Knowledge Graphs from Text-based Games.
This project is part of the project of Learning Dynamic Knowledge Graphs to Generalize on Text-based Games. Which we have released code in another repo.
|#Train||#Valid||#Test||Avg. Obs.||Avg. #Operations||#Vertices||#Edges||Avg. #Connections|
.json file, each line is a
json dump, which is a single data point.
Each data point consists of the following elements:
previous_triplets: ground truth (partially observable) graph at previous game step represented by triplets;
previous_action: text action an agent performed at previous game step;
observation: observation at current game step, which is resulted by
target_commands: graph updates represented by text commands (operations).