Scholar
Nadezhda Chirkova
Google Scholar ID: 8ovzJjEAAAAJ
Naver Labs Europe
Machine Learning
Deep Learning
Natural language processing
Source code processing
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Citations & Impact
All-time
Citations
462
H-index
11
i10-index
14
Publications
20
Co-authors
7
list available
Contact
CV
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GitHub
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Publications
5 items
XProvence: Zero-Cost Multilingual Context Pruning for Retrieval-Augmented Generation
2026
Cited
0
DiffLoRA: Differential Low-Rank Adapters for Large Language Models
2025
Cited
0
LLM-as-a-qualitative-judge: automating error analysis in natural language generation
2025
Cited
0
Adapting Large Language Models for Multi-Domain Retrieval-Augmented-Generation
2025
Cited
0
Provence: efficient and robust context pruning for retrieval-augmented generation
2025
Cited
0
Resume (English only)
Academic Achievements
Serving as Area Chair for ACL rolling review and Publicity & Social Media Chair for EACL 2026 (2025)
Provence (Pruning and Reranking Of retrieVEd relevaNt ContExts) accepted at ICLR 2025
Bergen (benchmarking library for RAG) accepted at EMNLP 2024 Findings; multilingual extension presented at Knowledgeable LLMs workshop
Presented work on cross-lingual transfer in generative tasks at NAACL 2024 and follow-up on instruction tuning at INLG 2024
Work on tokenization ambiguity presented at ACL 2023
CodeBPE paper presented at ICLR 2023 and spotlight at DL4Code workshop (ICLR 2022)
Multiple papers on deep learning for source code published at NAACL 2021 and ESEC/FSE 2021
Paper on interplay between weight decay and batch normalization accepted at NeurIPS 2021
Study on power laws in deep ensembles presented at NeurIPS 2020
Publications and talks at AAAI 2020, NeurIPS workshops, and machine learning summer schools
Co-authors
7 total
Co-author 1
Dmitry Vetrov
Professor of Computer Science, Constructor University
Vassilina Nikoulina
NAVER LABS Europe
Sergey Troshin
University of Amsterdam
Jos Rozen
Senior Scientist, Naver Labs Europe
Marc Dymetman
Independent Researcher (Prev. Principal Scientist, NAVER Labs Europe)
Germán Kruszewski
Senior Scientist @ Naver Labs Europe; MSCA Postdoctoral Researcher @ UPF
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