2 papers
cs.CL2024
Exploring Prompt-Based Methods for Zero-Shot Hypernym Prediction with Large Language Models
Mikhail Tikhomirov, Natalia Loukachevitch
This article investigates a zero-shot approach to hypernymy prediction using large language models (LLMs). The study employs a method based on text probability calculation, applyin…
cs.CL2022
Taxonomy Enrichment with Text and Graph Vector Representations
Irina Nikishina, Mikhail Tikhomirov, Varvara Logacheva +3
Knowledge graphs such as DBpedia, Freebase or Wikidata always contain a taxonomic backbone that allows the arrangement and structuring of various concepts in accordance with the hy…