Maria Tikhonova
11 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 👥 Mega-Team · Legion
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(8)
Resources & Methods
(6)
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Applications · Natural Language Processing
(2)
Generation
(2)
Learning Paradigms
(2)
Computer Science
(1)
Deep Learning
(1)
Applications · Computer Science
(1)
Architectures
(1)
Core Methods
(1)
Learning Types
(1)
Optimization & Theory
(1)
Keywords
russian language
(5)
benchmark evaluation
(4)
zero-shot learning
(3)
large language model
(3)
information retrieval
(2)
retrieval-augmented generation
(2)
multimodal learning
(2)
instruction following
(2)
text embedding
(2)
reinforcement learning from human feedback
(1)
semantic similarity
(1)
knowledge graph
(1)
adversarial attack
(1)
foundation model
(1)
language model robustness
(1)
tool use
(1)
long context
(1)
encoder-decoder architecture
(1)
transformer language model
(1)
dialogue system
(1)
Papers
DRAGOn: Designing RAG On Periodically Updated Corpus
EACL 2026
From Standard Transformers to Modern LLMs: Bringing Dialogue Models, RAG, and Agents to the Classroom
EACL 2026
Multimodal Evaluation of Russian-language Architectures
EACL 2026
Long Context Benchmark for the Russian Language
EMNLP 2025
MMTEB: Massive Multilingual Text Embedding Benchmark
ICLR 2025
The Russian-focused embedders’ exploration: ruMTEB benchmark and Russian embedding model design
NAACL 2025
A Family of Pretrained Transformer Language Models for Russian
COLING 2024
Industry vs Academia: Running a Course on Transformers in Two Setups
ACL 2024
MERA: A Comprehensive LLM Evaluation in Russian
ACL 2024
TAPE: Assessing Few-shot Russian Language Understanding
EMNLP 2022
RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark
EMNLP 2020