Ruslan Mitkov
27 papers · 2001–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (42) π Academic Marathon Β· Ultra π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(12)
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Topic Evolution
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Renaissance Researcher
(5)
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Conference Pioneer
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Century Club Β· Bronze
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Keyword Collector
(89)
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Research topics
Machine Learning
(14)
Natural Language Processing
(13)
Core Methods
(9)
Deep Learning
(7)
Applications
(7)
Resources & Methods
(7)
Artificial Intelligence
(6)
Learning Types Β· Machine Learning
(6)
Architectures
(5)
Core AI
(4)
Interdisciplinary
(3)
Application Areas
(3)
Generation
(3)
Learning Paradigms
(3)
Learning Types Β· Deep Learning
(3)
Keywords
transfer learning
(6)
low-resource language
(5)
natural language processing
(3)
cross-lingual transformer
(3)
multilingual model
(3)
benchmark evaluation
(2)
multilingual nlp
(2)
machine translation
(2)
neural language model
(2)
quality estimation
(2)
linguistic bia
(2)
text classification
(2)
text generation
(1)
named entity recognition
(1)
data augmentation
(1)
ensemble learning
(1)
natural language understanding
(1)
hyperparameter optimization
(1)
model selection
(1)
literary analysis
(1)
Papers
Overview of the Second Workshop on Language Models for Low-Resource Languages (LoResLM 2026)
EACL 2026
SmartMatch: Real-Time Semantic Retrieval for Translation Memory Systems
EACL 2026
MUSTS: MUltilingual Semantic Textual Similarity Benchmark
ACL 2025
Overview of the First Workshop on Language Models for Low-Resource Languages (LoResLM 2025)
COLING 2025
Sinhala Encoder-only Language Models and Evaluation
ACL 2025
XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML
EMNLP 2025
DARES: Dataset for Arabic Readability Estimation of School Materials
COLING 2024
DORE: A Dataset for Portuguese Definition Generation
COLING 2024
Authorship Attribution of Late 19th Century Novels using GAN-BERT
ACL 2023
An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers
ACL 2021
Translationese in Russian Literary Texts
EMNLP 2021
RGCL at SemEval-2020 Task 6: Neural Approaches to DefinitionExtraction
SemEval 2020
TransQuest at WMT2020: Sentence-Level Direct Assessment
EMNLP 2020
TransQuest: Translation Quality Estimation with Cross-lingual Transformers
COLING 2020
Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions
NAACL 2019
RGCL-WLV at SemEval-2019 Task 12: Toponym Detection
SemEval 2019
Classifying Referential and Non-referential It Using Gaze
EMNLP 2018
WLV at SemEval-2018 Task 3: Dissecting Tweets in Search of Irony
SemEval 2018
Wolves at SemEval-2018 Task 10: Semantic Discrimination based on Knowledge and Association
SemEval 2018
WOLVESAAR at SemEval-2016 Task 1: Replicating the Success of Monolingual Word Alignment and Neural Embeddings for Semantic Textual Similarity
SemEval 2016
MiniExperts: An SVM Approach for Measuring Semantic Textual Similarity
SemEval 2015
Proceedings of the Sixth International Joint Conference on Natural Language Processing
IJCNLP 2013
Automatic Question Generation in Multimedia-Based Learning
COLING 2012
Elliphant: Improved Automatic Detection of Zero Subjects and Impersonal Constructions in Spanish
EACL 2012
CAST: A computer-aided summarisation tool
EACL 2003
Shallow Language Processing Architecture for Bulgarian
COLING 2002
Evaluation Tool for Rule-based Anaphora Resolution Methods
ACL 2001