Ilia Markov
Publications by Year
Research Areas
Natural Language Processing Techniques, Authorship Attribution and Profiling, Topic Modeling, Hate Speech and Cyberbullying Detection, Advanced Neural Network Applications
Most-Cited Works
- → Sarcasm Detection Using an Ensemble Approach(2020)48 cited
- → Improving Cross-Topic Authorship Attribution: The Role of Pre-Processing(2018)39 cited
- → Overview of PAN 2020: Authorship Verification, Celebrity Profiling, Profiling Fake News Spreaders on Twitter, and Style Change Detection(2020)38 cited
- → Improving Feature Representation Based on a Neural Network for Author Profiling in Social Media Texts(2016)34 cited
- → Author Profiling with Doc2vec Neural Network-Based Document Embeddings(2017)31 cited
- → Overview of PAN 2021: Authorship Verification, Profiling Hate Speech Spreaders on Twitter, and Style Change Detection(2021)29 cited
- Overview of the Cross-Domain Authorship Verification Task at PAN 2020.(2020)
- → Adaptive Gradient Quantization for Data-Parallel SGD(2020)29 cited
- → Keep the Dirt: Tainted TreeKEM, Adaptively and Actively Secure Continuous Group Key Agreement(2021)28 cited
- Syntactic N-grams as features for the author profiling task(2015)