Whole-Part Relations Rule-Based Automatic Identification: Issues from Fine-Grained Error Analysis. - Ilia Markov; Nuno J. Mamede; Jorge Baptista (MICAI (1), 2014)

Integrating Verbal Idioms into an NLP System. - Jorge Baptista; Nuno J. Mamede; Ilia Markov (PROPOR, 2014)

Body-Part Nouns and Whole-Part Relations in Portuguese. - Ilia Markov; Nuno J. Mamede; Jorge Baptista (PROPOR, 2014)

Automatic Identification of Whole-Part Relations in Portuguese. - Ilia Markov; Nuno J. Mamede; Jorge Baptista (SLATE, 2014)

A Graph Based Authorship Identification Approach: Notebook for PAN at CLEF 2015. - Helena Gómez-Adorno; Grigori Sidorov; David Pinto 001; Ilia Markov (CLEF (Working Notes), 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 (CLEF (Working Notes), 2015)

Computing text similarity using Tree Edit Distance. - Grigori Sidorov; Helena Gómez-Adorno; Ilia Markov; David Pinto 001; Nahun Loya (NAFIPS/WConSC, 2015)

A Rule-Based Meronymy Extraction Module for Portuguese. - Ilia Markov; Nuno J. Mamede; Jorge Baptista (Computación y Sistemas, 2015)

Adapting Cross-Genre Author Profiling to Language and Corpus. - Ilia Markov; Helena Gómez-Adorno; Grigori Sidorov; Alexander F. Gelbukh (CLEF (Working Notes), 2016)

Author Profiling with Doc2vec Neural Network-Based Document Embeddings. - Ilia Markov; Helena Gómez-Adorno; Juan Pablo Posadas-Durán; Grigori Sidorov; Alexander F. Gelbukh (MICAI (2), 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)

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)

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)

CIC-FBK Approach to Native Language Identification. - Ilia Markov; Lingzhen Chen; Carlo Strapparava; Grigori Sidorov (BEA@EMNLP, 2017)

Improving Cross-Topic Authorship Attribution: The Role of Pre-Processing. - Ilia Markov; Efstathios Stamatatos; Grigori Sidorov (CICLing (2), 2017)

Language- and Subtask-Dependent Feature Selection and Classifier Parameter Tuning for Author Profiling. - Ilia Markov; Helena Gómez-Adorno; Grigori Sidorov (CLEF (Working Notes), 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 (CLEF, 2017)

The Winning Approach to Cross-Genre Gender Identification in Russian at RUSProfiling 2017. - Ilia Markov; Helena Gómez-Adorno; Grigori Sidorov; Alexander F. Gelbukh (FIRE (Working Notes), 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 001 (VarDial, 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)

Punctuation as Native Language Interference. - Ilia Markov; Vivi Nastase; Carlo Strapparava (COLING, 2018)

CIC-IPN@INLI2018: Indian Native Language Identification. - Ilia Markov; Grigori Sidorov (FIRE (Working Notes), 2018)

CIC-GIL Approach to Author Profiling in Spanish Tweets: Location and Occupation. - Ilia Markov; Helena Gómez-Adorno; Mónica Jasso Rosales; Grigori Sidorov (IberEval@SEPLN, 2018)

The Role of Emotions in Native Language Identification. - Ilia Markov; Vivi Nastase; Carlo Strapparava; Grigori Sidorov (WASSA@EMNLP, 2018)

Anglicized Words and Misspelled Cognates in Native Language Identification. - Ilia Markov; Vivi Nastase; Carlo Strapparava (BEA@ACL, 2019)

INRIA at SemEval-2019 Task 9: Suggestion Mining Using SVM with Handcrafted Features. - Ilia Markov; Éric Villemonte de la Clergerie (SemEval@NAACL-HLT, 2019)

PopSGD: Decentralized Stochastic Gradient Descent in the Population Model. - Giorgi Nadiradze; Amirmojtaba Sabour; Aditya Sharma; Ilia Markov; Vitaly Aksenov; Dan Alistarh (CoRR, 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)

Human interaction with shopping assistant robot in natural language. - Grigori Sidorov; Ilia Markov; Olga Kolesnikova; Liliana Chanona-Hernández (J. Intell. Fuzzy Syst., 2019)

Sarcasm Detection Using an Ensemble Approach. - Jens Lemmens; Ben Burtenshaw; Ehsan Lotfi; Ilia Markov; Walter Daelemans (Fig-Lang@ACL, 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; et al. (CLEF, 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 001 (CLEF (Working Notes), 2020)

A Deep Generative Approach to Native Language Identification. - Ehsan Lotfi; Ilia Markov; Walter Daelemans (COLING, 2020)

Adaptive Gradient Quantization for Data-Parallel SGD. - Fartash Faghri; Iman Tabrizian; Ilia Markov; Dan Alistarh; Daniel M. Roy 001; Ali Ramezani-Kebrya (NeurIPS, 2020)

Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent. - Giorgi Nadiradze; Ilia Markov; Bapi Chatterjee; Vyacheslav Kungurtsev; Dan Alistarh (AAAI, 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 001; et al. (CLEF, 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 001; Martin Potthast (CLEF (Working Notes), 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 001; et al. (ECIR (2), 2021)

Keep the Dirt: Tainted TreeKEM, Adaptively and Actively Secure Continuous Group Key Agreement. - Karen Klein; Guillermo Pascual-Perez; Michael Walter 001; Chethan Kamath; Margarita Capretto; Miguel Cueto; Ilia Markov; Michelle Yeo; Joël Alwen; Krzysztof Pietrzak (SP, 2021)

Exploring Stylometric and Emotion-Based Features for Multilingual Cross-Domain Hate Speech Detection. - Ilia Markov; Nikola Ljubesic; Darja Fiser; Walter Daelemans (WASSA@EACL, 2021)

Project CGX: Scalable Deep Learning on Commodity GPUs. - Ilia Markov; Hamidreza Ramezani-Kebrya; Dan Alistarh (CoRR, 2021)

CGX: adaptive system support for communication-efficient deep learning. - Ilia Markov; Hamidreza Ramezani-Kebrya; Dan Alistarh (Middleware, 2022)

An Ensemble Approach for Dutch Cross-Domain Hate Speech Detection. - Ilia Markov; Ine Gevers; Walter Daelemans (NLDB, 2022)

L-GreCo: An Efficient and General Framework for Layerwise-Adaptive Gradient Compression. - Mohammadreza Alimohammadi; Ilia Markov; Elias Frantar; Dan Alistarh (CoRR, 2022)

Exploiting native language interference for native language identification. - Ilia Markov; Vivi Nastase; Carlo Strapparava (Nat. Lang. Eng., 2022)

Elastic Consistency: A Consistency Criterion for Distributed Optimization. - Dan Alistarh; Ilia Markov; Giorgi Nadiradze (SIGACT News, 2022)

Reasoning about Ambiguous Definite Descriptions. - Stefan F. Schouten; Peter Bloem; Ilia Markov; Piek Vossen (EMNLP (Findings), 2023)

Quantized Distributed Training of Large Models with Convergence Guarantees. - Ilia Markov; Adrian Vladu; Qi Guo; Dan Alistarh (ICML, 2023)

Cross-Domain Toxic Spans Detection. - Stefan F. Schouten; Baran Barbarestani; Wondimagegnhue Tufa; Piek Vossen; Ilia Markov (NLDB, 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)

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., 2023)

CLTL@Multimodal Hate Speech Event Detection 2024: The Winning Approach to Detecting Multimodal Hate Speech and Its Targets. - Yeshan Wang; Ilia Markov (CASE, 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 (EMNLP, 2024)

Contextualized Graph Representations for Generating Counter-Narratives against Hate Speech. - Selene Baez Santamaría; Helena Gómez-Adorno; Ilia Markov (EMNLP (Findings), 2024)

L-GreCo: Layerwise-adaptive Gradient Compression For Efficient Data-parallel Deep Learning. - Ilia Markov; Kaveh Alim; Elias Frantar; Dan Alistarh (MLSys, 2024)

Unknown Script: Impact of Script on Cross-Lingual Transfer. - Wondimagegnhue Tufa; Ilia Markov; Piek Vossen (NAACL (Student Research Workshop), 2024)

Grounding Toxicity in Real-World Events Across Languages. - Wondimagegnhue Tsegaye Tufa; Ilia Markov; Piek Vossen (NLDB (1), 2024)

CLTL at DIMEMEX Shared Task: Fine-Grained Detection of Hate Speech in Memes. - Yeshan Wang; Ilia Markov (IberLEF@SEPLN, 2024)

CLTL at ArAIEval Shared Task: Multimodal Propagandistic Memes Classification Using Transformer Models. - Yeshan Wang; Ilia Markov (ArabicNLP, 2024)

The Constant in HATE: Analyzing Toxicity in Reddit across Topics and Languages. - Wondimagegnhue Tsegaye Tufa; Ilia Markov; Piek Vossen (CoRR, 2024)

Truth-value judgment in language models: belief directions are context sensitive. - Stefan F. Schouten; Peter Bloem; Ilia Markov; Piek Vossen (CoRR, 2024)

Sparse Expansion and Neuronal Disentanglement. - Shashata Sawmya; Linghao Kong; Ilia Markov; Dan Alistarh; Nir Shavit (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)

Leveraging Open-Source Large Language Models for Native Language Identification. - Yee Man Ng; Ilia Markov (COLING Workshops, 2025)

NLP@IIMAS-CLTL at Multilingual Counterspeech Generation: Combating Hate Speech Using Contextualized Knowledge Graph Representations and LLMs. - David Salvador Preciado-Márquez; Helena Gómez-Adorno; Ilia Markov; Selene Baez Santamaría (COLING Workshops, 2025)

Wasserstein Distances, Neuronal Entanglement, and Sparsity. - Shashata Sawmya; Linghao Kong; Ilia Markov; Dan Alistarh; Nir Shavit (ICLR, 2025)

Layer-wise Quantization for Quantized Optimistic Dual Averaging. - Anh Duc Nguyen; Ilia Markov; Frank Zhengqing Wu; Ali Ramezani-Kebrya; Kimon Antonakopoulos; Dan Alistarh; Volkan Cevher (CoRR, 2025)