Laida Kushnareva
9 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Silver
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Topic Evolution
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Trend Setter
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Unstoppable Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Core Methods
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Applications
(4)
Architectures
(4)
Techniques
(3)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Speech & Audio
(1)
Analysis
(1)
Learning Types
(1)
Keywords
sparse autoencoder
(3)
topological data analysis
(3)
artificial text detection
(2)
intrinsic dimension
(2)
feature extraction
(2)
attention map
(2)
transformer attention
(2)
attention mechanism
(1)
logical reasoning
(1)
embedding space
(1)
neural network interpretability
(1)
bert model
(1)
linguistic knowledge
(1)
text representation
(1)
feature selection
(1)
attention head
(1)
speech processing
(1)
language model
(1)
ai-generated text detection
(1)
speech classification
(1)
Papers
AudioSAE: Towards Understanding of Audio-Processing Models with Sparse AutoEncoders
EACL 2026
Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story
EACL 2026
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders
ACL 2025
Quantifying Logical Consistency in Transformers via Query-Key Alignment
EMNLP 2025
Robust AI-Generated Text Detection by Restricted Embeddings
EMNLP 2024
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
NeurIPS 2023
Topological Data Analysis for Speech Processing
Interspeech 2023
Acceptability Judgements via Examining the Topology of Attention Maps
EMNLP 2022
Artificial Text Detection via Examining the Topology of Attention Maps
EMNLP 2021