[PDF][PDF] Analogical Proportions: Why They Are Useful in AI.
H Prade, G Richard - IJCAI, 2021 - ijcai.org
This paper presents a survey of researches in analogical reasoning whose building block
are analogical proportions which are statements of the form “a is to b as c is to d”. They have …
are analogical proportions which are statements of the form “a is to b as c is to d”. They have …
Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical Pruning
Knowledge Graph Construction (KGC) can be seen as an iterative process starting from a
high quality nucleus that is refined by knowledge extraction approaches in a virtuous loop …
high quality nucleus that is refined by knowledge extraction approaches in a virtuous loop …
A neural approach for detecting morphological analogies
Analogical proportions are statements of the form “A is to B as C is to D” that are used for
several reasoning and classification tasks in artificial intelligence and natural language …
several reasoning and classification tasks in artificial intelligence and natural language …
Galois theory for analogical classifiers
M Couceiro, E Lehtonen - Annals of Mathematics and Artificial Intelligence, 2024 - Springer
Analogical proportions are 4-ary relations that read “A is to B as C is to D”. Recent works
have highlighted the fact that such relations can support a specific form of inference, called …
have highlighted the fact that such relations can support a specific form of inference, called …
Multiclass classification utilising an estimated algorithmic probability prior
Methods of pattern recognition and machine learning are applied extensively in science,
technology, and society. Hence, any advances in related theory may translate into large …
technology, and society. Hence, any advances in related theory may translate into large …
Analogies between sentences: Theoretical aspects-preliminary experiments
S Afantenos, T Kunze, S Lim, H Prade… - Symbolic and Quantitative …, 2021 - Springer
Analogical proportions hold between 4 items a, b, c, d insofar as we can consider that “a is to
b as c is to d”. Such proportions are supposed to obey postulates, from which one can derive …
b as c is to d”. Such proportions are supposed to obey postulates, from which one can derive …
AnaloBench: Benchmarking the Identification of Abstract and Long-context Analogies
Humans regularly engage in analogical thinking, relating personal experiences to current
situations ($ X $ is analogous to $ Y $ because of $ Z $). Analogical thinking allows humans …
situations ($ X $ is analogous to $ Y $ because of $ Z $). Analogical thinking allows humans …
On the transferability of neural models of morphological analogies
Analogical proportions are statements expressed in the form “A is to B as C is to D” and are
used for several reasoning and classification tasks in artificial intelligence and natural …
used for several reasoning and classification tasks in artificial intelligence and natural …
A deep learning approach to solving morphological analogies
Analogical proportions are statements of the form “A is to B as C is to D”. They support
analogical inference and provide a logical framework to address learning, transfer, and …
analogical inference and provide a logical framework to address learning, transfer, and …
[PDF][PDF] Interactions Between Knowledge Graph-Related Tasks and Analogical Reasoning: A Discussion
P Monnin, M Couceiro - Workshop ATA@ ICCBR 2022-Analogies: from …, 2022 - hal.science
Analogical reasoning has been extensively studied and relies on statements of the form “A is
to B as C is to D” that are called analogical proportions. The motivation of our work is based …
to B as C is to D” that are called analogical proportions. The motivation of our work is based …