Ilia Markov
27 papers · 2018–2026 · 10 conferences · across top CS/AI conferences
Achievements
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Keyword Pioneer
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Cross-Pollinator
(14)
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Renaissance Researcher
(7)
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Deep Specialist
(10)
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Grand Slam
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Topic Evolution
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Keyword Champion
(5)
π
Century Club
(26)
π₯
Unstoppable
(8)
ποΈ
Keyword Collector
(97)
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Prolific Year
(7)
Conferences
COLING (8)
EMNLP (4)
ACL (3)
EACL (3)
NAACL (3)
ICML (2)
AAAI (1)
ICLR (1)
NIPS (1)
SEMEVAL (1)
Top co-authors
Keywords
text classification
(11)
hate speech detection
(7)
native language identification
(5)
large language model
(4)
sentiment analysis
(4)
support vector machine
(3)
transformer model
(3)
natural language generation
(2)
social media analysis
(2)
transfer learning
(2)
multilingual nlp
(2)
cross-lingual transfer
(2)
model compression
(2)
image classification
(2)
weight quantization
(2)
communication efficiency
(2)
stochastic gradient descent
(2)
graph representation
(2)
distributed learning
(2)
ensemble method
(2)
Papers
A Position Paper on Toxic Reasoning: Grounding Categories of Toxic Language in Implications and Attitudes
EACL 2026
Layer-wise Quantization for Quantized Optimistic Dual Averaging
ICML 2025
NLP@IIMAS-CLTL at Multilingual Counterspeech Generation: Combating Hate Speech Using Contextualized Knowledge Graph Representations and LLMs
COLING 2025
Wasserstein Distances, Neuronal Entanglement, and Sparsity
ICLR 2025
Leveraging Open-Source Large Language Models for Native Language Identification
COLING 2025
CLTL@Multimodal Hate Speech Event Detection 2024: The Winning Approach to Detecting Multimodal Hate Speech and Its Targets
EACL 2024
Unknown Script: Impact of Script on Cross-Lingual Transfer
NAACL 2024
CLTL at ArAIEval Shared Task: Multimodal Propagandistic Memes Classification Using Transformer Models
ACL 2024
CLTL@HarmPot-ID: Leveraging Transformer Models for Detecting Offline Harm Potential and Its Targets in Low-Resource Languages
COLING 2024
Contextualized Graph Representations for Generating Counter-Narratives against Hate Speech
EMNLP 2024
QUIK: Towards End-to-end 4-Bit Inference on Generative Large Language Models
EMNLP 2024
The Constant in HATE: Toxicity in Reddit across Topics and Languages
COLING 2024
Quantized Distributed Training of Large Models with Convergence Guarantees
ICML 2023
Reasoning about Ambiguous Definite Descriptions
EMNLP 2023
The Role of Context in Detecting the Target of Hate Speech
COLING 2022
Exploring Stylometric and Emotion-Based Features for Multilingual Cross-Domain Hate Speech Detection
EACL 2021
Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent
AAAI 2021
Improving Hate Speech Type and Target Detection with Hateful Metaphor Features
NAACL 2021
Improving Cross-Domain Hate Speech Detection by Reducing the False Positive Rate
NAACL 2021
The LiLaH Emotion Lexicon of Croatian, Dutch and Slovene
COLING 2020
A Deep Generative Approach to Native Language Identification
COLING 2020
Sarcasm Detection Using an Ensemble Approach
ACL 2020
Adaptive Gradient Quantization for Data-Parallel SGD
NIPS 2020
Anglicized Words and Misspelled Cognates in Native Language Identification
ACL 2019
INRIA at SemEval-2019 Task 9: Suggestion Mining Using SVM with Handcrafted Features
SEMEVAL 2019
The Role of Emotions in Native Language Identification
EMNLP 2018
Punctuation as Native Language Interference
COLING 2018