Sergey Nikolenko
17 papers · 2018–2025 · 9 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(11)
Machine Learning
(10)
Artificial Intelligence
(9)
Deep Learning
(8)
Core Methods
(7)
Learning Types Β· Deep Learning
(7)
Core AI
(6)
Learning Types Β· Machine Learning
(6)
Generation Β· Natural Language Processing
(5)
Resources & Methods
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Applications
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Learning Paradigms
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Models
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Computer Vision
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Generation Β· Computer Vision
(2)
Keywords
large language model
(3)
text classification
(2)
grammatical error correction
(2)
transfer learning
(2)
zero-shot learning
(2)
object detection
(2)
text generation
(2)
collaborative filtering
(1)
image generation
(1)
representation learning
(1)
natural language generation
(1)
embedding learning
(1)
feature selection
(1)
preference alignment
(1)
in-context learning
(1)
embedding space
(1)
multilingual nlp
(1)
language model adaptation
(1)
feature extraction
(1)
image classification
(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
NeurIPS 2024
ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering
ICLR 2024
ProConSuL: Project Context for Code Summarization with LLMs
EMNLP 2024
Robust AI-Generated Text Detection by Restricted Embeddings
EMNLP 2024
Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option
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
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
NeurIPS 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