18 citations · 32 across the 4 of their papers we have counts for
4 papers · 1 filter
Fine-Tuning Transformers: Vocabulary Transfer
Vladislav Mosin, Igor Samenko, Alexey Tikhonov +2
Transformers are responsible for the vast majority of recent advances in natural language processing. The majority of practical natural language processing applications of these mo…
StoryDB: Broad Multi-language Narrative Dataset
Alexey Tikhonov, Igor Samenko, Ivan P. Yamshchikov
This paper presents StoryDB - a broad multi-language dataset of narratives. StoryDB is a corpus of texts that includes stories in 42 different languages. Every language includes 50…
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…
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…