Irina Piontkovskaya
18 papers · 2018–2026 · 9 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+11 more ↓ Show less ↑
🏃 Academic Marathon (7) 🐝 Cross-Pollinator (11) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (9) 🌈 Renaissance Researcher (7)
🌍
Conference Polyglot
(9)
🐣
Hot Topic Early Bird
🏃
Academic Marathon
(7)
🧬
Topic Evolution
🔥
Unstoppable
(6)
⚡
Prolific Year
(5)
🚀
Conference Pioneer
📈
Trend Setter
💎
Century Club
(16)
❓
The Questioner
🗃️
Keyword Collector
(84)
Conferences
EMNLP (5)
ACL (3)
EACL (3)
NAACL (2)
AAAI (1)
COLING (1)
ICLR (1)
INTERSPEECH (1)
NIPS (1)
Top co-authors
Keywords
topological data analysis
(4)
sparse autoencoder
(3)
attention map
(2)
grammatical error correction
(2)
feature extraction
(2)
representation learning
(2)
artificial text detection
(2)
transformer attention
(2)
intrinsic dimension
(2)
logical reasoning
(1)
passage retrieval
(1)
speech processing
(1)
text representation
(1)
multilingual code
(1)
feature selection
(1)
prosody analysis
(1)
multilingual retrieval
(1)
text classification
(1)
neural network interpretability
(1)
intent classification
(1)
Papers
Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story
EACL 2026
AudioSAE: Towards Understanding of Audio-Processing Models with Sparse AutoEncoders
EACL 2026
Quantifying Logical Consistency in Transformers via Query-Key Alignment
EMNLP 2025
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders
ACL 2025
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search
NAACL 2025
ToolReflection: Improving Large Language Models for Real-World API Calls with Self-Generated Data
ACL 2025
Robust AI-Generated Text Detection by Restricted Embeddings
EMNLP 2024
Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule
EMNLP 2023
GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding
ACL 2023
Can BERT eat RuCoLA? Topological Data Analysis to Explain
EACL 2023
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
NIPS 2023
Topological Data Analysis for Speech Processing
INTERSPEECH 2023
Ask Me Anything in Your Native Language
NAACL 2022
Acceptability Judgements via Examining the Topology of Attention Maps
EMNLP 2022
Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection
AAAI 2021
Artificial Text Detection via Examining the Topology of Attention Maps
EMNLP 2021
SumTitles: a Summarization Dataset with Low Extractiveness
COLING 2020
Distributed Fine-tuning of Language Models on Private Data
ICLR 2018