Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The paper describes the use of semantic-syntactic word valence vectors as context vectors in the Formal Concept Analysis for building high-quality taxonomies. Research and experiments have con- firmed a significant improvement in the quality of constructed tax- onomies when in tensor models the number of dimensions is increased while generating semantic-syntactic word valence vectors. The increased arity of the tensor model gives a more accurate description of the multi- dimensional semantic and syntactic relations and allows allocating more commutative semantic-syntactic properties of the words that are used in the Formal Concept Analysis.
['Oleksandr Marchenko']
I am writing a research paper on a idea Semantic-Syntactic Word Valence Vectors for Building a Taxonomy
[{"from": "human", "value": "I am writing a research paper on a idea Semantic-Syntactic Word Valence Vectors for Building a Taxonomy"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The paper describes the use of semantic-syntactic word valence vectors as context vectors in the Formal Concept Analysis for building high-quality taxonomies. Research and experiments have con- firmed a significant improvement in the quality of constructed tax- onomies when in tensor models the number of dimensions is increased while generating semantic-syntactic word valence vectors. The increased arity of the tensor model gives a more accurate description of the multi- dimensional semantic and syntactic relations and allows allocating more commutative semantic-syntactic properties of the words that are used in the Formal Concept Analysis."}]