43 citations · 169 across the 33 of their papers we have counts for
5 papers · 1 filter
FedSym: Unleashing the Power of Entropy for Benchmarking the Algorithms for Federated Learning
Ensiye Kiyamousavi, Boris Kraychev, Ivan Koychev
Federated learning (FL) is a decentralized machine learning approach where independent learners process data privately. Its goal is to create a robust and accurate model by aggrega…
Gpachov at CheckThat! 2023: A Diverse Multi-Approach Ensemble for Subjectivity Detection in News Articles
Georgi Pachov, Dimitar Dimitrov, Ivan Koychev +1
The wide-spread use of social networks has given rise to subjective, misleading, and even false information on the Internet. Thus, subjectivity detection can play an important role…
bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark
Momchil Hardalov, Pepa Atanasova, Todor Mihaylov +7
We present bgGLUE(Bulgarian General Language Understanding Evaluation), a benchmark for evaluating language models on Natural Language Understanding (NLU) tasks in Bulgarian. Our b…
Detecting Check-Worthy Claims in Political Debates, Speeches, and Interviews Using Audio Data
Petar Ivanov, Ivan Koychev, Momchil Hardalov +1
Developing tools to automatically detect check-worthy claims in political debates and speeches can greatly help moderators of debates, journalists, and fact-checkers. While previou…
DuoSearch: A Novel Search Engine for Bulgarian Historical Documents
Angel Beshirov, Suzan Hadzhieva, Ivan Koychev +1
Search in collections of digitised historical documents is hindered by a two-prong problem, orthographic variety and optical character recognition (OCR) mistakes. We present a new…