Sergey Nikolenko
17 papers · 2018–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (9) π Academic Marathon (7) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (11)
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Keyword Pioneer
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Prolific Year
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Century Club
(17)
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Keyword Collector
(96)
Conferences
ACL (5)
EMNLP (4)
NIPS (2)
AAAI (1)
ACML (1)
COLING (1)
CVPR (1)
ICLR (1)
INTERSPEECH (1)
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Keywords
large language model
(3)
text classification
(2)
text generation
(2)
grammatical error correction
(2)
object detection
(2)
transfer learning
(2)
zero-shot learning
(2)
feature extraction
(1)
preference alignment
(1)
image classification
(1)
feature selection
(1)
multilingual nlp
(1)
image generation
(1)
in-context learning
(1)
prosody analysis
(1)
natural language generation
(1)
language model adaptation
(1)
speech processing
(1)
named entity recognition
(1)
embedding space
(1)
Papers
ToolReflection: Improving Large Language Models for Real-World API Calls with Self-Generated Data
ACL 2025
$\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
NIPS 2024
ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering
ICLR 2024
Robust AI-Generated Text Detection by Restricted Embeddings
EMNLP 2024
Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option
EMNLP 2024
ProConSuL: Project Context for Code Summarization with LLMs
EMNLP 2024
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
NIPS 2023
GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding
ACL 2023
Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule
EMNLP 2023
Topological Data Analysis for Speech Processing
INTERSPEECH 2023
DetIE: Multilingual Open Information Extraction Inspired by Object Detection
AAAI 2022
RuCCoN: Clinical Concept Normalization in Russian
ACL 2022
Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements
COLING 2020
High-Resolution Daytime Translation Without Domain Labels
CVPR 2020
AspeRa: Aspect-Based Rating Prediction Based on User Reviews
ACL 2019
Large-Scale Transfer Learning for Natural Language Generation
ACL 2019
Concorde: Morphological Agreement in Conversational Models
ACML 2018