Jakub Zavrel

Computer Science · Physical Sciences

17h-index1.4kcitations51works3.52yr avg
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Research Topics

Natural Language Processing Techniques(33), Topic Modeling(31), Speech and dialogue systems(15), Text and Document Classification Technologies(4), Recommender Systems and Techniques(3)

Publications51 total

Evaluating RAG-Fusion with RAGElo: an Automated Elo-based Framework
arXiv (Cornell University)·2024· 3 citedOpen Access
SumBlogger: Abstractive Summarization of Large Collections of Scientific Articles
Lecture notes in computer science·2024· 4 cited
InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information Retrieval
arXiv (Cornell University)·2023· 1 citedOpen Access
InPars-v2: Large Language Models as Efficient Dataset Generators for Information Retrieval
arXiv (Cornell University)·2023· 26 citedOpen Access
Building a Platform for Ensemble-based Personalized Research Literature Recommendations for AI and Data Science at Zeta Alpha
2021· 1 cited
A New Neural Search and Insights Platform for Navigating and Organizing\n AI Research
arXiv (Cornell University)·2020Open Access
A New Neural Search and Insights Platform for Navigating and Organizing AI Research
2020Open Access
Effective distributed representations for academic expert search
2020Open Access
Candidate Experience im E-Recruiting
2015· 4 cited
DAESO Corpus: Parallel Dutch Monolingual Treebank
The COCOON platform (University of Paris)·2010· 1 cited
Learning effective and engaging strategies for advice-giving human-machine dialogue
Natural Language Engineering·2008· 4 cited
Learning to Compose Effective Strategies from a Library of Dialogue Components
2007· 2 cited
Part-of-Speech Tagging of Dutch with MBT, a Memory-Based Tagger Generator
2007· 1 cited
Feature-Rich Memory-Based Classification for Shallow NLP and Information Extraction
2003· 8 cited
MBT : Memory Based Tagger, version 1.0, Reference Guide
Data Archiving and Networked Services (DANS)·2002· 24 cited
Improving Accuracy in Word Class Tagging through the Combination of Machine Learning Systems
Computational Linguistics·2001· 186 citedOpen Access
Computational Linguistics in the Netherlands 2000.
2001
Proceedings of the Computational Linguistics in the Netherlands
Data Archiving and Networked Services (DANS)·2001· 13 cited
Computational Linguistics in the Netherlands 2000
2001· 11 cited
Computational Linguistics in the Netherlands 2000. Selected Papers
Data Archiving and Networked Services (DANS)·2001· 1 cited
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Frequent Co-authors

Walter Daelemans(32), Antal van den Bosch(8), Jorn Veenstra(8), Hans van Halteren(4), Khalil Sima’an(4), Marzieh Fadaee(3), Anne Kool(3), Peter Berck(2), Steven Gillis(2), Ko van der Sloot(2), Frank Van Eynde(2), Vitor Jeronymo(2), Luiz Bonifacio(2), Hugo Abonizio(2), Roberto Lotufo(2), Rodrigo Nogueira(2), Sabine Buchholz(2), Martijn Spitters(2), Marco De Boni(2), Remko Bonnema(2)