Timur Ionov
5 papers · 2025–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ⭐ Rising Star (5)
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The Questioner
Conferences
EACL (2)
AACL (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
large language model
(4)
hallucination detection
(3)
uncertainty estimation
(2)
named entity recognition
(2)
dialogue state tracking
(1)
toxicity classification
(1)
privacy protection
(1)
synthetic dataset
(1)
multilingual natural language processing
(1)
function calling
(1)
group relative policy optimization
(1)
scientific question answering
(1)
instruction-tuned language model
(1)
pii detection
(1)
multilingual modern bert
(1)
factual accuracy
(1)
decoder-based judge
(1)
sentiment classification
(1)
task-oriented dialogue
(1)
low-resource learning
(1)
Papers
DeepPavlov Strikes Back: A Toolkit for Improving LLM Reliability and Trustworthiness
EACL 2026
Call, Reward, Repeat: Advancing Dialog State Tracking with GRPO and Function Calling
EACL 2026
SmurfCat at SHROOM-CAP: Factual but Awkward? Fluent but Wrong? Tackling Both in LLM Scientific QA
IJCNLP 2025
SPY: Enhancing Privacy with Synthetic PII Detection Dataset
NAACL 2025
SmurfCat at SHROOM-CAP: Factual but Awkward? Fluent but Wrong? Tackling Both in LLM Scientific QA
AACL 2025