Concepedia
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Publications
4
Citations
145
H-Index
Active since
2021
Luiz Bonifacio is an author specializing in computational linguistics, natural language processing, and data science.
Top concepts
EngineeringText MiningData ScienceMachine TranslationInformation RetrievalComputational LinguisticsNatural Language ProcessingDeep LearningCorpus LinguisticsLarge Language Models
Publications per year
2021–2023
InPars: Unsupervised Dataset Generation for Information Retrieval
Luiz Bonifacio, Hugo Abonizio, Marzieh Fadaee et al. · Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval · 2022 · 81 citations
Few-shot Learning, Llm Fine-tuning, Engineering +19
InPars-v2: Large Language Models as Efficient Dataset Generators for Information Retrieval
Vitor Jeronymo, Luiz Bonifacio, Hugo Abonizio et al. · arXiv (Cornell University) · 2023 · 26 citations · Full text
Llm Fine-tuning, Engineering, Query Model +16
InPars: Data Augmentation for Information Retrieval using Large Language Models
Luiz Bonifacio, Hugo Abonizio, Marzieh Fadaee et al. · arXiv (Cornell University) · 2022 · 20 citations · Full text
Few-shot Learning, Llm Fine-tuning, Engineering +20
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset
Luiz Bonifacio · arXiv (Cornell University) · 2021 · 18 citations · Full text
Engineering, Cross-lingual Representation, Learning To Rank +18
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