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Found 8 papers, 0 papers with code
Unsupervised Learning of Graph from Recipes
We iteratively learn the graph structure and the parameters of a $\mathsf{GNN}$ encoding the texts (text-to-graph) one sequence at a time while providing the supervision by decoding the graph into text (graph-to-text) and comparing the generated text to the input.
PizzaCommonSense: Learning to Model Commonsense Reasoning about Intermediate Steps in Cooking Recipes
Decoding the core of procedural texts, exemplified by cooking recipes, is crucial for intelligent reasoning and instruction automation.
A Unifying Framework for Learning Argumentation Semantics
In this paper we present a novel framework, which uses an Inductive Logic Programming approach to learn the acceptability semantics for several abstract and structured argumentation frameworks in an interpretable way.
A Graphical Formalism for Commonsense Reasoning with Recipes
Whilst cooking is a very important human activity, there has been little consideration given to how we can formalize recipes for use in a reasoning framework.
Repurposing of Resources: from Everyday Problem Solving through to Crisis Management
Repurposing arises in everyday situations such as finding substitutes for missing ingredients when cooking, or for unavailable tools when doing DIY.
On the Effects of Knowledge-Augmented Data in Word Embeddings
This paper investigates techniques for knowledge injection into word embeddings learned from large corpora of unannotated data.
Contextual and Possibilistic Reasoning for Coalition Formation
In this article, we address the question of how to find and evaluate coalitions among agents in multiagent systems using MCS tools, while taking into consideration the uncertainty around the agents' actions.
Foundations for a Probabilistic Event Calculus
We also describe an ASP implementation of PEC and show the sense in which this is sound and complete.
