no code implementations • 6 Feb 2024 • Olumide Ebenezer Ojo, Olaronke Oluwayemisi Adebanji, Alexander Gelbukh, Hiram Calvo, Anna Feldman
By analyzing embeddings such as bag-of-words, character n-grams, Word2Vec, GloVe, fastText, and GPT2 embeddings, we examine how well our one-shot classification systems capture semantic information within medical consultations.
no code implementations • 19 Oct 2023 • Olumide E. Ojo, Olaronke O. Adebanji, Alexander Gelbukh, Hiram Calvo, Anna Feldman
Zero-shot classification enables text to be classified into classes not seen during training.
no code implementations • 14 Oct 2023 • Olumide E. Ojo, Olaronke O. Adebanji, Hiram Calvo, Damian O. Dieke, Olumuyiwa E. Ojo, Seye E. Akinsanya, Tolulope O. Abiola, Anna Feldman
In this paper, we share our best performing submission to the Arabic AI Tasks Evaluation Challenge (ArAIEval) at ArabicNLP 2023.
no code implementations • 13 Mar 2023 • Olumide Ebenezer Ojo, Hoang Thang Ta, Alexander Gelbukh, Hiram Calvo, Olaronke Oluwayemisi Adebanji, Grigori Sidorov
The performance of the four models that were used to detect disaster in the text was compared.