Ilia Markov

发表

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

Helena Gómez-Adorno, Ilia Markov, Jorge Baptista, 2017, VarDial.

A convolutional neural network approach for gender and language variety identification

Alexander F. Gelbukh, Ilia Markov, Grigori Sidorov, 2019, J. Intell. Fuzzy Syst..

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

Helena Gómez-Adorno, Ilia Markov, Miguel A. Sánchez-Pérez, 2017, CLEF.

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

Efstathios Stamatatos, Ilia Markov, Grigori Sidorov, 2017, CICLing.

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

Helena Gómez-Adorno, Ilia Markov, Grigori Sidorov, 2017, CLEF.

Anglicized Words and Misspelled Cognates in Native Language Identification

Carlo Strapparava, Ilia Markov, Vivi Nastase, 2019, BEA@ACL.

Computing text similarity using Tree Edit Distance

Helena Gómez-Adorno, David Pinto, Ilia Markov, 2015, 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC).

Adapting Cross-Genre Author Profiling to Language and Corpus

Grigori Sidorov, Helena Gómez-Adorno, Alexander F. Gelbukh, 2016, CLEF.

Body-Part Nouns and Whole-Part Relations in Portuguese

Ilia Markov, Jorge Baptista, Nuno J. Mamede, 2014, PROPOR.

Asynchronous Decentralized SGD with Quantized and Local Updates

Dan Alistarh, Giorgi Nadiradze, Peter Davies, 2019, NeurIPS.

Automatic Identification of Whole-Part Relations in Portuguese

Ilia Markov, Jorge Baptista, Nuno J. Mamede, 2014, SLATE.

Integrating a lexicon-grammar of verbal idioms in a Portuguese NLP system some lexical and parsing issues 1

Ilia Markov, Nuno J. Mamede, J. Baptista, 2014 .

Author Profiling with Doc2vec Neural Network-Based Document Embeddings

Helena Gómez-Adorno, Alexander F. Gelbukh, Ilia Markov, 2016, MICAI.

Integrating Verbal Idioms into an NLP System

Ilia Markov, Jorge Baptista, Nuno J. Mamede, 2014, PROPOR.

A Deep Generative Approach to Native Language Identification

Walter Daelemans, Ehsan Lotfi, Ilia Markov, 2020, COLING.

CIC-IPN@INLI2018: Indian Native Language Identification

Ilia Markov, Grigori Sidorov, 2018, FIRE.

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

Alexander F. Gelbukh, Ilia Markov, Grigori Sidorov, 2017, FIRE.

Exploiting native language interference for native language identification

Carlo Strapparava, Ilia Markov, Vivi Nastase, 2020 .

A Rule-Based Meronymy Extraction Module for Portuguese

Ilia Markov, Jorge Baptista, Nuno J. Mamede, 2015, Computación y Sistemas.

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

Helena Gómez-Adorno, Ilia Markov, Grigori Sidorov, 2018, IberEval@SEPLN.

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

Grigori Sidorov, Helena Gómez-Adorno, David Pinto, 2015, CLEF.

Grigori Sidorov, Ilia Markov, Liliana Chanona-Hernández, 2017, Programming and Computer Software.

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

Grigori Sidorov, Helena Gómez-Adorno, Ildar Z. Batyrshin, 2015, CLEF.

Sarcasm Detection Using an Ensemble Approach

Walter Daelemans, Ehsan Lotfi, Ilia Markov, 2020, FIGLANG.

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

Helena Gómez-Adorno, Ilia Markov, Grigori Sidorov, 2016, Res. Comput. Sci..

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

Martin Potthast, Efstathios Stamatatos, Mike Kestemont, 2020, CLEF.

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

Ilia Markov, Jorge Baptista, Nuno J. Mamede, 2014, MICAI.

Punctuation as Native Language Interference

Carlo Strapparava, Ilia Markov, Vivi Nastase, 2018, COLING.

The Role of Emotions in Native Language Identification

Carlo Strapparava, Ilia Markov, Grigori Sidorov, 2018, WASSA@EMNLP.

Adaptive Gradient Quantization for Data-Parallel SGD pdf

Dan Alistarh, Daniel M. Roy, Ilia Markov, 2020, NeurIPS.

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

Martin Potthast, Efstathios Stamatatos, Paolo Rosso, 2020, CLEF.

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

Éric Villemonte de la Clergerie, Ilia Markov, 2019, SemEval@NAACL-HLT.

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

Grigori Sidorov, Ilia Markov, Liliana Chanona-Hernández, 2016, Computación y Sistemas.

PopSGD: Decentralized Stochastic Gradient Descent in the Population Model

Dan Alistarh, Giorgi Nadiradze, Ilia Markov, 2019, ArXiv.

CIC-FBK Approach to Native Language Identification

Carlo Strapparava, Ilia Markov, Grigori Sidorov, 2017, BEA@EMNLP.

Human interaction with shopping assistant robot in natural language

Ilia Markov, Grigori Sidorov, Liliana Chanona-Hernández, 2019, J. Intell. Fuzzy Syst..

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

Grigori Sidorov, Helena Gómez-Adorno, Ilia Markov, 2016, Comput. Intell. Neurosci..

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

Paolo Rosso, Efstathios Stamatatos, Eva Zangerle, 2021, ECIR.

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

Walter Daelemans, Darja Fišer, Ilia Markov, 2021, WASSA.

Improving Cross-Domain Hate Speech Detection by Reducing the False Positive Rate

Walter Daelemans, Ilia Markov, 2021, NLP4IF.

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

Dan Alistarh, Giorgi Nadiradze, Vyacheslav Kungurtsev, 2021, AAAI.

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

Ilia Markov, Michael Walter, Krzysztof Pietrzak, 2021, 2021 IEEE Symposium on Security and Privacy (SP).

Project CGX: Scalable Deep Learning on Commodity GPUs

Dan Alistarh, Ilia Markov, Hamidreza Ramezanikebrya, 2021 .

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

Paolo Rosso, Efstathios Stamatatos, Francisco Rangel, 2021, ECIR.

Improving Hate Speech Type and Target Detection with Hateful Metaphor Features

Walter Daelemans, Ilia Markov, Jens Lemmens, 2021, NLP4IF.

Authorship Attribution in Portuguese Using Character N-grams

Ilia Markov, Jorge Baptista, Obdulia Pichardo-Lagunas, 2017 .

Automatic native language identification

Ilia Markov, 2018 .