Ilia Markov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
19
Venues
11
Active years
2017–2025
Best venue rank
A*
Where they publish
Papers
19 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | COLING | Leveraging Open-Source Large Language Models for Native Language Identification. | Yee Man Ng, Ilia Markov |
| 2025 | COLING | NLP@IIMAS-CLTL at Multilingual Counterspeech Generation: Combating Hate Speech Using Contextualized Knowledge Graph Representations and LLMs. | David Salvador Preciado-Mrquez, Helena Gmez-Adorno, Ilia Markov, Selene Baez Santamara |
| 2025 | ICLR | Wasserstein Distances, Neuronal Entanglement, and Sparsity. | Shashata Sawmya, Linghao Kong, Ilia Markov, Dan Alistarh, Nir Shavit |
| 2025 | ICML | 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 |
| 2024 | EMNLP | 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 |
| 2024 | EMNLP | Contextualized Graph Representations for Generating Counter-Narratives against Hate Speech. | Selene Baez Santamara, Helena Gmez-Adorno, Ilia Markov |
| 2024 | NAACL | Unknown Script: Impact of Script on Cross-Lingual Transfer. | Wondimagegnhue Tufa, Ilia Markov, Piek Vossen |
| 2024 | NLDB | Grounding Toxicity in Real-World Events Across Languages. | Wondimagegnhue Tsegaye Tufa, Ilia Markov, Piek Vossen |
| 2023 | EMNLP | Reasoning about Ambiguous Definite Descriptions. | Stefan F. Schouten, Peter Bloem, Ilia Markov, Piek Vossen |
| 2023 | ICML | Quantized Distributed Training of Large Models with Convergence Guarantees. | Ilia Markov, Adrian Vladu, Qi Guo, Dan Alistarh |
| 2023 | NLDB | Cross-Domain Toxic Spans Detection. | Stefan F. Schouten, Baran Barbarestani, Wondimagegnhue Tufa, Piek Vossen, Ilia Markov |
| 2022 | Middleware | CGX: adaptive system support for communication-efficient deep learning. | Ilia Markov, Hamidreza Ramezani-Kebrya, Dan Alistarh |
| 2022 | NLDB | An Ensemble Approach for Dutch Cross-Domain Hate Speech Detection. | Ilia Markov, Ine Gevers, Walter Daelemans |
| 2021 | AAAI | Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent. | Giorgi Nadiradze, Ilia Markov, Bapi Chatterjee, Vyacheslav Kungurtsev, Dan Alistarh |
| 2021 | ECIR | 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 Pea Sarracn, 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 |
| 2021 | SP | 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, Jol Alwen, Krzysztof Pietrzak |
| 2020 | COLING | A Deep Generative Approach to Native Language Identification. | Ehsan Lotfi, Ilia Markov, Walter Daelemans |
| 2018 | COLING | Punctuation as Native Language Interference. | Ilia Markov, Vivi Nastase, Carlo Strapparava |
| 2017 | CICLING | Improving Cross-Topic Authorship Attribution: The Role of Pre-Processing. | Ilia Markov, Efstathios Stamatatos, Grigori Sidorov |