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Nikolaos Mylonas

Aristotle University of Thessaloniki

4 papers hereh-index 587 citations15 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author1

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.LG2
affiliations
  • Aristotle University of Thessaloniki
Homepage

identity via Semantic Scholar / OpenAlex

most citedLocal Multi-Label Explanations for Random Forest

12 citations · 15 across the 4 of their papers we have counts for

collaborators
Showing cs.CLShow all

2 papers · 1 filter

cs.CL2023★ 2 cited

Using Large Language Models to Automate Category and Trend Analysis of Scientific Articles: An Application in Ophthalmology

Hina Raja, Asim Munawar, Mohammad Delsoz +11

Purpose: In this paper, we present an automated method for article classification, leveraging the power of Large Language Models (LLM). The primary focus is on the field of ophthal…

cs.CL2022★ 1 cited

An Attention Matrix for Every Decision: Faithfulness-based Arbitration Among Multiple Attention-Based Interpretations of Transformers in Text Classification

Nikolaos Mylonas, Ioannis Mollas, Grigorios Tsoumakas

Transformers are widely used in natural language processing, where they consistently achieve state-of-the-art performance. This is mainly due to their attention-based architecture,…

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