Ilia Markov

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 56

Top Topics

Authorship Attribution

Change Detection

Native Language

Group Key Agreement

Top Venues

CLEF (Working Notes)

Publications

Wondimagegnhue Tsegaye Tufa, Ilia Markov, Piek Vossen
Grounding Toxicity in Real-World Events across Languages. CoRR (2024)
Wondimagegnhue Tsegaye Tufa, Ilia Markov, Piek Vossen
The Constant in HATE: Analyzing Toxicity in Reddit across Topics and Languages. CoRR (2024)
Ilia Markov, Kaveh Alim, Elias Frantar, Dan Alistarh
L-GreCo: Layerwise-adaptive Gradient Compression For Efficient Data-parallel Deep Learning. MLSys (2024)
Shashata Sawmya, Linghao Kong, Ilia Markov, Dan Alistarh, Nir Shavit
Sparse Expansion and Neuronal Disentanglement. CoRR (2024)
Wondimagegnhue Tsegaye Tufa, Ilia Markov, Piek Vossen
Unknown Script: Impact of Script on Cross-Lingual Transfer. CoRR (2024)
Yeshan Wang, Ilia Markov
CLTL@Multimodal Hate Speech Event Detection 2024: The Winning Approach to Detecting Multimodal Hate Speech and Its Targets. CASE (2024)
Armand Nicolicioiu, Eugenia Iofinova, Eldar Kurtic, Mahdi Nikdan, Andrei Panferov, Ilia Markov, Nir Shavit, Dan Alistarh
Panza: A Personalized Text Writing Assistant via Data Playback and Local Fine-Tuning. CoRR (2024)
Stefan F. Schouten, Peter Bloem, Ilia Markov, Piek Vossen
Truth-value judgment in language models: belief directions are context sensitive. CoRR (2024)
Saleh Ashkboos, Ilia Markov, Elias Frantar, Tingxuan Zhong, Xincheng Wang, Jie Ren, Torsten Hoefler, Dan Alistarh
Towards End-to-end 4-Bit Inference on Generative Large Language Models. CoRR (2023)
Ilia Markov, Adrian Vladu, Qi Guo, Dan Alistarh
Quantized Distributed Training of Large Models with Convergence Guarantees. CoRR (2023)
Stefan F. Schouten, Peter Bloem, Ilia Markov, Piek Vossen
Reasoning about Ambiguous Definite Descriptions. EMNLP (Findings) (2023)
Stefan F. Schouten, Peter Bloem, Ilia Markov, Piek Vossen
Reasoning about Ambiguous Definite Descriptions. CoRR (2023)
Lisa Hilte, Ilia Markov, Nikola Ljubesic, Darja Fiser, Walter Daelemans
Who are the haters? A corpus-based demographic analysis of authors of hate speech. Frontiers Artif. Intell. 6 (2023)
Ilia Markov, Adrian Vladu, Qi Guo, Dan Alistarh
Quantized Distributed Training of Large Models with Convergence Guarantees. ICML (2023)
Stefan F. Schouten, Baran Barbarestani, Wondimagegnhue Tufa, Piek Vossen, Ilia Markov
Cross-Domain Toxic Spans Detection. NLDB (2023)
Stefan F. Schouten, Baran Barbarestani, Wondimagegnhue Tufa, Piek Vossen, Ilia Markov
Cross-Domain Toxic Spans Detection. CoRR (2023)
Dan Alistarh, Ilia Markov, Giorgi Nadiradze
Elastic Consistency: A Consistency Criterion for Distributed Optimization. SIGACT News 53 (2) (2022)
Ilia Markov, Ine Gevers, Walter Daelemans
An Ensemble Approach for Dutch Cross-Domain Hate Speech Detection. NLDB (2022)
Ilia Markov, Vivi Nastase, Carlo Strapparava
Exploiting native language interference for native language identification. Nat. Lang. Eng. 28 (2) (2022)
Ilia Markov, Hamidreza Ramezani-Kebrya, Dan Alistarh
CGX: adaptive system support for communication-efficient deep learning. Middleware (2022)
Mohammadreza Alimohammadi, Ilia Markov, Elias Frantar, Dan Alistarh
L-GreCo: An Efficient and General Framework for Layerwise-Adaptive Gradient Compression. CoRR (2022)
Janek Bevendorff, Berta Chulvi, Gretel Liz De la Peña Sarracén, Mike Kestemont, Enrique Manjavacas, Ilia Markov, Maximilian Mayerl, Martin Potthast, Francisco Rangel, Paolo Rosso, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Magdalena Wolska, Eva Zangerle
Overview of PAN 2021: Authorship Verification, Profiling Hate Speech Spreaders on Twitter, and Style Change Detection. CLEF (2021)
Mike Kestemont, Enrique Manjavacas, Ilia Markov, Janek Bevendorff, Matti Wiegmann, Efstathios Stamatatos, Benno Stein, Martin Potthast
Overview of the Cross-Domain Authorship Verification Task at PAN 2021. CLEF (Working Notes) (2021)
Ali Ramezani-Kebrya, Fartash Faghri, Ilia Markov, Vitaly Aksenov, Dan Alistarh, Daniel M. Roy
NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization. CoRR (2021)
Ilia Markov, Nikola Ljubesic, Darja Fiser, Walter Daelemans
Exploring Stylometric and Emotion-Based Features for Multilingual Cross-Domain Hate Speech Detection. WASSA@EACL (2021)
Giorgi Nadiradze, Ilia Markov, Bapi Chatterjee, Vyacheslav Kungurtsev, Dan Alistarh
Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent. AAAI (2021)
Karen Klein, Guillermo Pascual-Perez, Michael Walter, Chethan Kamath, Margarita Capretto, Miguel Cueto, Ilia Markov, Michelle Yeo, Joël Alwen, Krzysztof Pietrzak
Keep the Dirt: Tainted TreeKEM, Adaptively and Actively Secure Continuous Group Key Agreement. IEEE Symposium on Security and Privacy (2021)
Ilia Markov, Hamidreza Ramezani-Kebrya, Dan Alistarh
Project CGX: Scalable Deep Learning on Commodity GPUs. CoRR (2021)
Janek Bevendorff, Berta Chulvi, Gretel Liz De la Peña Sarracén, Mike Kestemont, Enrique Manjavacas, Ilia Markov, Maximilian Mayerl, Martin Potthast, Francisco Manuel Rangel Pardo, Paolo Rosso, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Magdalena Wolska, Eva Zangerle
Overview of PAN 2021: Authorship Verification, Profiling Hate Speech Spreaders on Twitter, and Style Change Detection - Extended Abstract. ECIR (2) (2021)
Mike Kestemont, Enrique Manjavacas, Ilia Markov, Janek Bevendorff, Matti Wiegmann, Efstathios Stamatatos, Martin Potthast, Benno Stein
Overview of the Cross-Domain Authorship Verification Task at PAN 2020. CLEF (Working Notes) (2020)
Ehsan Lotfi, Ilia Markov, Walter Daelemans
A Deep Generative Approach to Native Language Identification. COLING (2020)
Fartash Faghri, Iman Tabrizian, Ilia Markov, Dan Alistarh, Daniel M. Roy, Ali Ramezani-Kebrya
Adaptive Gradient Quantization for Data-Parallel SGD. CoRR (2020)
Janek Bevendorff, Bilal Ghanem, Anastasia Giachanou, Mike Kestemont, Enrique Manjavacas, Ilia Markov, Maximilian Mayerl, Martin Potthast, Francisco M. Rangel Pardo, Paolo Rosso, Günther Specht, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Eva Zangerle
Overview of PAN 2020: Authorship Verification, Celebrity Profiling, Profiling Fake News Spreaders on Twitter, and Style Change Detection. CLEF (2020)
Fartash Faghri, Iman Tabrizian, Ilia Markov, Dan Alistarh, Daniel M. Roy, Ali Ramezani-Kebrya
Adaptive Gradient Quantization for Data-Parallel SGD. NeurIPS (2020)
Jens Lemmens, Ben Burtenshaw, Ehsan Lotfi, Ilia Markov, Walter Daelemans
Sarcasm Detection Using an Ensemble Approach. Fig-Lang@ACL (2020)
Helena Gómez-Adorno, Roddy Fuentes-Alba, Ilia Markov, Grigori Sidorov, Alexander F. Gelbukh
A convolutional neural network approach for gender and language variety identification. J. Intell. Fuzzy Syst. 36 (5) (2019)
Giorgi Nadiradze, Amirmojtaba Sabour, Aditya Sharma, Ilia Markov, Vitaly Aksenov, Dan Alistarh
PopSGD: Decentralized Stochastic Gradient Descent in the Population Model. CoRR (2019)
Ilia Markov, Éric Villemonte de la Clergerie
INRIA at SemEval-2019 Task 9: Suggestion Mining Using SVM with Handcrafted Features. SemEval@NAACL-HLT (2019)
Grigori Sidorov, Ilia Markov, Olga Kolesnikova, Liliana Chanona-Hernández
Human interaction with shopping assistant robot in natural language. J. Intell. Fuzzy Syst. 36 (5) (2019)
Ilia Markov, Vivi Nastase, Carlo Strapparava
Anglicized Words and Misspelled Cognates in Native Language Identification. BEA@ACL (2019)
Ilia Markov, Vivi Nastase, Carlo Strapparava, Grigori Sidorov
The Role of Emotions in Native Language Identification. WASSA@EMNLP (2018)
Ilia Markov, Helena Gómez-Adorno, Mónica Jasso Rosales, Grigori Sidorov
CIC-GIL Approach to Author Profiling in Spanish Tweets: Location and Occupation. IberEval@SEPLN (2018)
Ilia Markov, Vivi Nastase, Carlo Strapparava
Punctuation as Native Language Interference. COLING (2018)
Ilia Markov, Grigori Sidorov
CIC-IPN@INLI2018: Indian Native Language Identification. FIRE (Working Notes) (2018)
Grigori Sidorov, Martín Ibarra Romero, Ilia Markov, Rafael Guzmán-Cabrera, Liliana Chanona-Hernández, Francisco Velasquez
Measuring similarity between Karel programs using character and word n-grams. Program. Comput. Softw. 43 (1) (2017)
Miguel A. Sanchez-Perez, Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov
Comparison of Character n-grams and Lexical Features on Author, Gender, and Language Variety Identification on the Same Spanish News Corpus. CLEF (2017)
Helena Gómez-Adorno, Ilia Markov, Jorge Baptista, Grigori Sidorov, David Pinto
Discriminating between Similar Languages Using a Combination of Typed and Untyped Character N-grams and Words. VarDial (2017)
Ilia Markov, Efstathios Stamatatos, Grigori Sidorov
Improving Cross-Topic Authorship Attribution: The Role of Pre-Processing. CICLing (2) (2017)
Ilia Markov, Lingzhen Chen, Carlo Strapparava, Grigori Sidorov
CIC-FBK Approach to Native Language Identification. BEA@EMNLP (2017)
Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov
Language- and Subtask-Dependent Feature Selection and Classifier Parameter Tuning for Author Profiling. CLEF (Working Notes) (2017)
Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov, Alexander F. Gelbukh
The Winning Approach to Cross-Genre Gender Identification in Russian at RUSProfiling 2017. FIRE (Working Notes) (2017)
Helena Gómez-Adorno, Ilia Markov, Grigori Sidorov, Juan Pablo Posadas-Durán, Carolina Fócil Arias
Compilación de un lexicón de redes sociales para la identificación de perfiles de autor. Res. Comput. Sci. 115 (2016)
Grigori Sidorov, Martín Ibarra Romero, Ilia Markov, Rafael Guzmán-Cabrera, Liliana Chanona-Hernández, Francisco Velasquez
Automatic Detection of Similarity of Programs in Karel Programming Language based on Natural Language Processing Techniques. Computación y Sistemas 20 (2) (2016)
Ilia Markov, Helena Gómez-Adorno, Juan Pablo Posadas-Durán, Grigori Sidorov, Alexander F. Gelbukh
Author Profiling with Doc2vec Neural Network-Based Document Embeddings. MICAI (2) (2016)
Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov, Alexander F. Gelbukh
Adapting Cross-Genre Author Profiling to Language and Corpus. CLEF (Working Notes) (2016)
Helena Gómez-Adorno, Ilia Markov, Grigori Sidorov, Juan Pablo Posadas-Durán, Miguel A. Sanchez-Perez, Liliana Chanona-Hernández
Improving Feature Representation Based on a Neural Network for Author Profiling in Social Media Texts. Comput. Intell. Neurosci. 2016 (2016)
Grigori Sidorov, Helena Gómez-Adorno, Ilia Markov, David Pinto, Nahun Loya
Computing text similarity using Tree Edit Distance. NAFIPS/WConSC (2015)
Ilia Markov, Nuno J. Mamede, Jorge Baptista
A Rule-Based Meronymy Extraction Module for Portuguese. Computación y Sistemas 19 (4) (2015)
Juan Pablo Posadas-Durán, Helena Gómez-Adorno, Ilia Markov, Grigori Sidorov, Ildar Z. Batyrshin, Alexander F. Gelbukh, Obdulia Pichardo-Lagunas
Syntactic N-grams as Features for the Author Profiling Task: Notebook for PAN at CLEF 2015. CLEF (Working Notes) (2015)
Helena Gómez-Adorno, Grigori Sidorov, David Pinto, Ilia Markov
A Graph Based Authorship Identification Approach: Notebook for PAN at CLEF 2015. CLEF (Working Notes) (2015)
Ilia Markov, Nuno J. Mamede, Jorge Baptista
Automatic Identification of Whole-Part Relations in Portuguese. SLATE (2014)
Ilia Markov, Nuno J. Mamede, Jorge Baptista
Body-Part Nouns and Whole-Part Relations in Portuguese. PROPOR (2014)
Ilia Markov, Nuno J. Mamede, Jorge Baptista
Whole-Part Relations Rule-Based Automatic Identification: Issues from Fine-Grained Error Analysis. MICAI (1) (2014)
Jorge Baptista, Nuno J. Mamede, Ilia Markov
Integrating Verbal Idioms into an NLP System. PROPOR (2014)