8 citations · 23 across the 7 of their papers we have counts for
7 papers
Pair2Score: Pairwise-to-Absolute Transfer for LLM-Based Essay Scoring
İbrahim Rıza Hallaç, Hasan Oğul
Many scoring applications require absolute predictions, while pairwise comparisons can provide a simpler learning objective. We present Pair2Score, a two-stage learning framework t…
Distributed Readability Analysis Of Turkish Elementary School Textbooks
Betul Karakus, Ibrahim Riza Hallac, Galip Aydin
The readability assessment deals with estimating the level of difficulty in reading texts.Many readability tests, which do not indicate execution efficiency, have been applied on s…
Distributed NLP
Galip Aydin, Ibrahim Riza Hallac
In this paper we present the performance of parallel text processing with Map Reduce on a cloud platform. Scientific papers in Turkish language are processed using Zemberek NLP lib…
Running genetic algorithms on Hadoop for solving high dimensional optimization problems
Güngör Yildirim, İbrahim R Hallac, Galip Aydin +1
Hadoop is a popular MapReduce framework for developing parallel applications in distributed environments. Several advantages of MapReduce such as programming ease and ability to us…
Document Classification Using Distributed Machine Learning
Galip Aydin, Ibrahim Riza Hallac
In this paper, we investigate the performance and success rates of Naïve Bayes Classification Algorithm for automatic classification of Turkish news into predetermined categories l…
Distributed Log Analysis on the Cloud Using MapReduce
Galip Aydin, Ibrahim Riza Hallac
In this paper we describe our work on designing a web based, distributed data analysis system based on the popular MapReduce framework deployed on a small cloud; developed specific…
Preparation of Improved Turkish DataSet for Sentiment Analysis in Social Media
Semiha Makinist, Ibrahim Riza Hallac, Betul Ay Karakus +1
A public dataset, with a variety of properties suitable for sentiment analysis [1], event prediction, trend detection and other text mining applications, is needed in order to be a…