32 citations · 168 across the 19 of their papers we have counts for
5 papers · 1 filter
Paranoid Transformer: Reading Narrative of Madness as Computational Approach to Creativity
Yana Agafonova, Alexey Tikhonov, Ivan P. Yamshchikov
This papers revisits the receptive theory in context of computational creativity. It presents a case study of a Paranoid Transformer - a fully autonomous text generation engine wit…
Artificial Neural Networks Jamming on the Beat
Alexey Tikhonov, Ivan P. Yamshchikov
This paper addresses the issue of long-scale correlations that is characteristic for symbolic music and is a challenge for modern generative algorithms. It suggests a very simple w…
Intuitive Contrasting Map for Antonym Embeddings
Igor Samenko, Alexey Tikhonov, Ivan P. Yamshchikov
This paper shows that, modern word embeddings contain information that distinguishes synonyms and antonyms despite small cosine similarities between corresponding vectors. This inf…
Style-transfer and Paraphrase: Looking for a Sensible Semantic Similarity Metric
Ivan P. Yamshchikov, Viacheslav Shibaev, Nikolay Khlebnikov +1
The rapid development of such natural language processing tasks as style transfer, paraphrase, and machine translation often calls for the use of semantic similarity metrics. In re…
It Means More if It Sounds Good: Yet Another Hypothesis Concerning the Evolution of Polysemous Words
Ivan P. Yamshchikov, Cyrille Merleau Nono Saha, Igor Samenko +1
This position paper looks into the formation of language and shows ties between structural properties of the words in the English language and their polysemy. Using Ollivier-Ricci…