Ilia Markov

According to our database, Ilia Markov authored at least 64 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Leveraging Open-Source Large Language Models for Native Language Identification.

Yee Man Ng, Ilia Markov

CoRR, 2024

Panza: A Personalized Text Writing Assistant via Data Playback and Local Fine-Tuning.

Armand Nicolicioiu, Eugenia Iofinova, Eldar Kurtic, Mahdi Nikdan, Andrei Panferov, Ilia Markov, Nir Shavit, Dan Alistarh

CoRR, 2024

Sparse Expansion and Neuronal Disentanglement.

Shashata Sawmya, Linghao Kong, Ilia Markov, Dan Alistarh, Nir Shavit

CoRR, 2024

Truth-value judgment in language models: belief directions are context sensitive.

Stefan F. Schouten, Peter Bloem, Ilia Markov, Piek Vossen

CoRR, 2024

The Constant in HATE: Analyzing Toxicity in Reddit across Topics and Languages.

Wondimagegnhue Tsegaye Tufa, Ilia Markov, Piek Vossen

CoRR, 2024

CLTL at ArAIEval Shared Task: Multimodal Propagandistic Memes Classification Using Transformer Models.

Yeshan Wang, Ilia Markov

Proceedings of The Second Arabic Natural Language Processing Conference, 2024

CLTL at DIMEMEX Shared Task: Fine-Grained Detection of Hate Speech in Memes.

Yeshan Wang, Ilia Markov

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

Grounding Toxicity in Real-World Events Across Languages.

Wondimagegnhue Tsegaye Tufa, Ilia Markov, Piek Vossen

Proceedings of the Natural Language Processing and Information Systems, 2024

Unknown Script: Impact of Script on Cross-Lingual Transfer.

Wondimagegnhue Tufa, Ilia Markov, Piek Vossen

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, 2024

L-GreCo: Layerwise-adaptive Gradient Compression For Efficient Data-parallel Deep Learning.

Ilia Markov, Kaveh Alim, Elias Frantar, Dan Alistarh

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

Contextualized Graph Representations for Generating Counter-Narratives against Hate Speech.

Selene Baez Santamaría, Helena Gómez-Adorno, Ilia Markov

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

QUIK: Towards End-to-end 4-Bit Inference on Generative Large Language Models.

Saleh Ashkboos, Ilia Markov, Elias Frantar, Tingxuan Zhong, Xincheng Wang, Jie Ren, Torsten Hoefler, Dan Alistarh

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

CLTL@Multimodal Hate Speech Event Detection 2024: The Winning Approach to Detecting Multimodal Hate Speech and Its Targets.

Yeshan Wang, Ilia Markov

Proceedings of the 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, 2024

2023

Who are the haters? A corpus-based demographic analysis of authors of hate speech.

Lisa Hilte, Ilia Markov, Nikola Ljubesic, Darja Fiser, Walter Daelemans

Frontiers Artif. Intell., February, 2023

Towards End-to-end 4-Bit Inference on Generative Large Language Models.

Saleh Ashkboos, Ilia Markov, Elias Frantar, Tingxuan Zhong, Xincheng Wang, Jie Ren, Torsten Hoefler, Dan Alistarh

CoRR, 2023

Cross-Domain Toxic Spans Detection.

Stefan F. Schouten, Baran Barbarestani, Wondimagegnhue Tufa, Piek Vossen, Ilia Markov

Proceedings of the Natural Language Processing and Information Systems, 2023

Quantized Distributed Training of Large Models with Convergence Guarantees.

Ilia Markov, Adrian Vladu, Qi Guo, Dan Alistarh

Proceedings of the International Conference on Machine Learning, 2023

Reasoning about Ambiguous Definite Descriptions.

Stefan F. Schouten, Peter Bloem, Ilia Markov, Piek Vossen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Elastic Consistency: A Consistency Criterion for Distributed Optimization.

Dan Alistarh, Ilia Markov, Giorgi Nadiradze

SIGACT News, 2022

Exploiting native language interference for native language identification.

Ilia Markov, Vivi Nastase, Carlo Strapparava

Nat. Lang. Eng., 2022

L-GreCo: An Efficient and General Framework for Layerwise-Adaptive Gradient Compression.

Mohammadreza Alimohammadi, Ilia Markov, Elias Frantar, Dan Alistarh

CoRR, 2022

An Ensemble Approach for Dutch Cross-Domain Hate Speech Detection.

Ilia Markov, Ine Gevers, Walter Daelemans

Proceedings of the Natural Language Processing and Information Systems, 2022

CGX: adaptive system support for communication-efficient deep learning.

Ilia Markov, Hamidreza Ramezani-Kebrya, Dan Alistarh

Proceedings of the Middleware '22: 23rd International Middleware Conference, Quebec, QC, Canada, November 7, 2022

2021

Project CGX: Scalable Deep Learning on Commodity GPUs.

Ilia Markov, Hamidreza Ramezani-Kebrya, Dan Alistarh

CoRR, 2021

Exploring Stylometric and Emotion-Based Features for Multilingual Cross-Domain Hate Speech Detection.

Ilia Markov, Nikola Ljubesic, Darja Fiser, Walter Daelemans

Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, 2021

Keep the Dirt: Tainted TreeKEM, Adaptively and Actively Secure Continuous Group Key Agreement.

Karen Klein, Guillermo Pascual-Perez, Michael Walter, Chethan Kamath, Margarita Capretto, Miguel Cueto, Ilia Markov, Michelle Yeo, Joël Alwen, Krzysztof Pietrzak

Proceedings of the 42nd IEEE Symposium on Security and Privacy, 2021

Overview of PAN 2021: Authorship Verification, Profiling Hate Speech Spreaders on Twitter, and Style Change Detection - Extended Abstract.

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

Proceedings of the Advances in Information Retrieval, 2021

Overview of the Cross-Domain Authorship Verification Task at PAN 2021.

Mike Kestemont, Enrique Manjavacas, Ilia Markov, Janek Bevendorff, Matti Wiegmann, Efstathios Stamatatos, Benno Stein, Martin Potthast

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Overview of PAN 2021: Authorship Verification, Profiling Hate Speech Spreaders on Twitter, and Style Change Detection.

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

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021

Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent.

Giorgi Nadiradze, Ilia Markov, Bapi Chatterjee, Vyacheslav Kungurtsev, Dan Alistarh

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Adaptive Gradient Quantization for Data-Parallel SGD.

Fartash Faghri, Iman Tabrizian, Ilia Markov, Dan Alistarh, Daniel M. Roy, Ali Ramezani-Kebrya

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

A Deep Generative Approach to Native Language Identification.

Ehsan Lotfi, Ilia Markov, Walter Daelemans

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Overview of the Cross-Domain Authorship Verification Task at PAN 2020.

Mike Kestemont, Enrique Manjavacas, Ilia Markov, Janek Bevendorff, Matti Wiegmann, Efstathios Stamatatos, Martin Potthast, Benno Stein

Proceedings of the Working Notes of CLEF 2020, 2020

Overview of PAN 2020: Authorship Verification, Celebrity Profiling, Profiling Fake News Spreaders on Twitter, and Style Change Detection.

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

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020

Sarcasm Detection Using an Ensemble Approach.

Jens Lemmens, Ben Burtenshaw, Ehsan Lotfi, Ilia Markov, Walter Daelemans

Proceedings of the Second Workshop on Figurative Language Processing, 2020

2019

Human interaction with shopping assistant robot in natural language.

Grigori Sidorov, Ilia Markov, Olga Kolesnikova, Liliana Chanona-Hernández

J. Intell. Fuzzy Syst., 2019

A convolutional neural network approach for gender and language variety identification.

Helena Gómez-Adorno, Roddy Fuentes-Alba, Ilia Markov, Grigori Sidorov, Alexander F. Gelbukh

J. Intell. Fuzzy Syst., 2019

PopSGD: Decentralized Stochastic Gradient Descent in the Population Model.

Giorgi Nadiradze, Amirmojtaba Sabour, Aditya Sharma, Ilia Markov, Vitaly Aksenov, Dan Alistarh

CoRR, 2019

INRIA at SemEval-2019 Task 9: Suggestion Mining Using SVM with Handcrafted Features.

Ilia Markov, Éric Villemonte de la Clergerie

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Anglicized Words and Misspelled Cognates in Native Language Identification.

Ilia Markov, Vivi Nastase, Carlo Strapparava

Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2019

2018

The Role of Emotions in Native Language Identification.

Ilia Markov, Vivi Nastase, Carlo Strapparava, Grigori Sidorov

Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018

CIC-GIL Approach to Author Profiling in Spanish Tweets: Location and Occupation.

Ilia Markov, Helena Gómez-Adorno, Mónica Jasso Rosales, Grigori Sidorov

Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), 2018

CIC-IPN@INLI2018: Indian Native Language Identification.

Ilia Markov, Grigori Sidorov

Proceedings of the Working Notes of FIRE 2018, 2018

Punctuation as Native Language Interference.

Ilia Markov, Vivi Nastase, Carlo Strapparava

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

Measuring similarity between Karel programs using character and word n-grams.

Grigori Sidorov, Martín Ibarra Romero, Ilia Markov, Rafael Guzmán-Cabrera, Liliana Chanona-Hernández, Francisco Velasquez

Program. Comput. Softw., 2017

Discriminating between Similar Languages Using a Combination of Typed and Untyped Character N-grams and Words.

Helena Gómez-Adorno, Ilia Markov, Jorge Baptista, Grigori Sidorov, David Pinto

Proceedings of the Fourth Workshop on NLP for Similar Languages, 2017

The Winning Approach to Cross-Genre Gender Identification in Russian at RUSProfiling 2017.

Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov, Alexander F. Gelbukh

Proceedings of the Working notes of FIRE 2017, 2017

Comparison of Character n-grams and Lexical Features on Author, Gender, and Language Variety Identification on the Same Spanish News Corpus.

Miguel A. Sanchez-Perez, Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

Language- and Subtask-Dependent Feature Selection and Classifier Parameter Tuning for Author Profiling.

Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov

Proceedings of the Working Notes of CLEF 2017, 2017

Improving Cross-Topic Authorship Attribution: The Role of Pre-Processing.

Ilia Markov, Efstathios Stamatatos, Grigori Sidorov

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

CIC-FBK Approach to Native Language Identification.

Ilia Markov, Lingzhen Chen, Carlo Strapparava, Grigori Sidorov

Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, 2017

2016

Compilación de un lexicón de redes sociales para la identificación de perfiles de autor.

Helena Gómez-Adorno, Ilia Markov, Grigori Sidorov, Juan Pablo Posadas-Durán, Carolina Fócil Arias

Res. Comput. Sci., 2016

Automatic Detection of Similarity of Programs in Karel Programming Language based on Natural Language Processing Techniques.

Grigori Sidorov, Martín Ibarra Romero, Ilia Markov, Rafael Guzmán-Cabrera, Liliana Chanona-Hernández, Francisco Velasquez

Computación y Sistemas, 2016

Improving Feature Representation Based on a Neural Network for Author Profiling in Social Media Texts.

Helena Gómez-Adorno, Ilia Markov, Grigori Sidorov, Juan Pablo Posadas-Durán, Miguel A. Sanchez-Perez, Liliana Chanona-Hernández

Comput. Intell. Neurosci., 2016

Author Profiling with Doc2vec Neural Network-Based Document Embeddings.

Ilia Markov, Helena Gómez-Adorno, Juan Pablo Posadas-Durán, Grigori Sidorov, Alexander F. Gelbukh

Proceedings of the Advances in Soft Computing, 2016

Adapting Cross-Genre Author Profiling to Language and Corpus.

Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov, Alexander F. Gelbukh

Proceedings of the Working Notes of CLEF 2016, 2016

2015

A Rule-Based Meronymy Extraction Module for Portuguese.

Ilia Markov, Nuno J. Mamede, Jorge Baptista

Computación y Sistemas, 2015

Computing text similarity using Tree Edit Distance.

Grigori Sidorov, Helena Gómez-Adorno, Ilia Markov, David Pinto, Nahun Loya

Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015

Syntactic N-grams as Features for the Author Profiling Task: Notebook for PAN at CLEF 2015.

Juan Pablo Posadas-Durán, Helena Gómez-Adorno, Ilia Markov, Grigori Sidorov, Ildar Z. Batyrshin, Alexander F. Gelbukh, Obdulia Pichardo-Lagunas

Proceedings of the Working Notes of CLEF 2015, 2015

A Graph Based Authorship Identification Approach: Notebook for PAN at CLEF 2015.

Helena Gómez-Adorno, Grigori Sidorov, David Pinto, Ilia Markov

Proceedings of the Working Notes of CLEF 2015, 2015

2014

Automatic Identification of Whole-Part Relations in Portuguese.

Ilia Markov, Nuno J. Mamede, Jorge Baptista

Proceedings of the 3rd Symposium on Languages, Applications and Technologies, 2014

Body-Part Nouns and Whole-Part Relations in Portuguese.

Ilia Markov, Nuno J. Mamede, Jorge Baptista

Proceedings of the Computational Processing of the Portuguese Language, 2014

Integrating Verbal Idioms into an NLP System.

Jorge Baptista, Nuno J. Mamede, Ilia Markov

Proceedings of the Computational Processing of the Portuguese Language, 2014

Whole-Part Relations Rule-Based Automatic Identification: Issues from Fine-Grained Error Analysis.

Ilia Markov, Nuno J. Mamede, Jorge Baptista

Proceedings of the Human-Inspired Computing and Its Applications, 2014