Natalia Vanetik

Orcid: 0000-0002-4939-1415

According to our database1, Natalia Vanetik authored at least 47 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Improving Factual Error Correction for Abstractive Summarization via Data Distillation and Conditional-generation Cloze.
CoRR, 2024

2023
Job Vacancy Ranking with Sentence Embeddings, Keywords, and Named Entities.
Inf., 2023

Sufficient Networks for Computing Support of Graph Patterns.
Inf., 2023

Teledermatologist: Automated Diagnosis of Skin Diseases with Image Recognition.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2023

Propaganda Detection in Russian Telegram Posts in the Scope of the Russian Invasion of Ukraine.
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

NLP-based Screening for IT Job Vacancies: A Case Study.
Proceedings of the IACT, 2023

Cross-lingual Transfer Learning for Detecting Negative Campaign in Israeli Municipal Elections: a Case Study.
Proceedings of Text2Story, 2023

Summarizing Financial Reports with Positional Language Model.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Graph support measures and flows.
Soc. Netw. Anal. Min., 2022

Detection of Racist Language in French Tweets.
Inf., 2022

Just ClozE! A Fast and Simple Method for Evaluating the Factual Consistency in Abstractive Summarization.
CoRR, 2022

Offensive language detection in Hebrew: can other languages help?
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Ransomware Detection with Deep Neural Networks.
Proceedings of the 8th International Conference on Information Systems Security and Privacy, 2022

2021
Subjective Bias in Abstractive Summarization.
CoRR, 2021

2020
An unsupervised constrained optimization approach to compressive summarization.
Inf. Sci., 2020

Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks.
CoRR, 2020

Automated Discovery of Mathematical Definitions in Text.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019
Quality-Diversity Summarization with Unsupervised Autoencoders.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

In Conclusion Not Repetition: Comprehensive Abstractive Summarization with Diversified Attention Based on Determinantal Point Processes.
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

EASY: Evaluation System for Summarization.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

2018
DRIM: MDL-Based Approach for Fast Diverse Summarization.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

HEvaS: Headline Evaluation System.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

Sentence Compression as a Supervised Learning with a Rich Feature Space.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018

2017
Summarizing Weibo with Topics Compression.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Query-based summarization using MDL principle.
Proceedings of the Workshop on Summarization and Summary Evaluation Across Source Types and Genres, 2017

2016
What's up on Twitter? Catch up with TWIST!
Proceedings of the COLING 2016, 2016

MUSEEC: A Multilingual Text Summarization Tool.
Proceedings of ACL-2016 System Demonstrations, Berlin, Germany, August 7-12, 2016, 2016

2015
Multilingual Summarization with Polytope Model.
Proceedings of the SIGDIAL 2015 Conference, 2015

Krimping texts for better summarization.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Improving Summarization Quality with Topic Modeling.
Proceedings of the 2015 Workshop on Topic Models: Post-Processing and Applications, 2015

2014
Multi-document Summarization using Tensor Decomposition.
Computación y Sistemas, 2014

Redundancy-weighting for better inference of protein structural features.
Bioinform., 2014

2013
Mining the Gaps: Towards Polynomial Summarization.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

2012
On the fractionality of the path packing problem.
J. Comb. Optim., 2012

Classification of Datasets with Frequent Itemsets is Wild.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

Polytope Model for Extractive Summarization.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

2011
HashMax: A New Method for Mining Maximal Frequent Itemsets.
Proceedings of the KDIR 2011, 2011

Mining Graphs of Prescribed Connectivity.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2011

A Fast Algorithm for Mining Graphs of Prescribed Connectivity.
Proceedings of the KDIR 2011, 2011

2010
Mining Graphs with Constraints on Symmetry and Diameter.
Proceedings of the Web-Age Information Management, 2010

2009
Path packing and a related optimization problem.
J. Comb. Optim., 2009

Subsea: an efficient heuristic algorithm for subgraph isomorphism.
Data Min. Knowl. Discov., 2009

2006
Discovering Frequent Graph Patterns Using Disjoint Paths.
IEEE Trans. Knowl. Data Eng., 2006

Support measures for graph data.
Data Min. Knowl. Discov., 2006

2004
Mining Frequent Labeled and Partially Labeled Graph Patterns.
Proceedings of the 20th International Conference on Data Engineering, 2004

2002
Computing Frequent Graph Patterns from Semistructured Data.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002


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