Aleksei Goncharov
3 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
model compression
(2)
unsupervised learning
(1)
post-training quantization
(1)
text summarization
(1)
structured sparsity
(1)
weight quantization
(1)
topic segmentation
(1)
dialogue modeling
(1)
activation quantization
(1)
large language model
(1)
transformer model
(1)
int8 quantization
(1)
variance correction
(1)
weight equalization
(1)
Papers
From 2:4 to 8:16 sparsity patterns in LLMs for Outliers and Weights with Variance Correction
ACL 2026
Leveraging Summarization for Unsupervised Dialogue Topic Segmentation
NAACL 2024
On the Way to Lossless Compression of Language Transformers: Exploring Cross-Domain Properties of Quantization
COLING 2024