Viktoriia A. Chekalina
4 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(14)
Conferences
EACL (2)
ACL (1)
EMNLP (1)
Top co-authors
Keywords
gradient sparsity
(2)
model quantization
(1)
multimodal learning
(1)
neural network optimization
(1)
fisher information
(1)
hessian approximation
(1)
parameter-efficient fine-tuning
(1)
tool use
(1)
sparse gradient
(1)
dialogue system
(1)
backward pass
(1)
large language model
(1)
transformer model
(1)
kronecker factorization
(1)
mlp layer
(1)
retrieval augmented generation
(1)
second-order curvature
(1)
Papers
Acceleration of Backpropagation in Linear Layers of Transformer Models Based on Gradient Structure
EACL 2026
From Standard Transformers to Modern LLMs: Bringing Dialogue Models, RAG, and Agents to the Classroom
EACL 2026
Fast and Accurate Fisher-Guided Quantization via Efficient Kronecker Factorization
ACL 2026
SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers
EMNLP 2024