Elizaveta Goncharova
9 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Mega-Team · Squad
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Research topics
Artificial Intelligence
(6)
Core AI · Artificial Intelligence
(6)
Machine Learning
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Architectures
(4)
Core Methods
(3)
Generation
(2)
Optimization & Theory · Machine Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
representation learning
(3)
large language model
(3)
transformer architecture
(3)
benchmark evaluation
(2)
dialogue system
(2)
text generation
(1)
feature representation
(1)
embedding space
(1)
instruction following
(1)
vision encoder
(1)
image reconstruction
(1)
intrinsic dimension
(1)
linear approximation
(1)
knowledge graph
(1)
uncertainty estimation
(1)
contextual information
(1)
foundation model
(1)
zero-shot transfer
(1)
large multimodal model
(1)
information retrieval
(1)
Papers
Feature Inversion as a Lens on Vision Encoders
WACV 2026
NoReGeo: Non-Reasoning Geometry Benchmark
AAAI 2026
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers
NAACL 2025
MERA: A Comprehensive LLM Evaluation in Russian
ACL 2024
OmniDialog: A Multimodal Benchmark for Generalization Across Text, Visual, and Audio Modalities
EMNLP 2024
The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models
EACL 2024
Your Transformer is Secretly Linear
ACL 2024
LM-Polygraph: Uncertainty Estimation for Language Models
EMNLP 2023
On a Chatbot Navigating a User through a Concept-Based Knowledge Model
COLING 2020