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ORCIDGabriel de Souza Pereira Moreira
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2020 – today
- 2024
[i10]Gabriel de Souza Pereira Moreira, Radek Osmulski, Mengyao Xu, Ronay Ak, Benedikt Schifferer, Even Oldridge:
NV-Retriever: Improving text embedding models with effective hard-negative mining. CoRR abs/2407.15831 (2024)- [i9]Gabriel de Souza Pereira Moreira, Ronay Ak, Benedikt Schifferer, Mengyao Xu, Radek Osmulski, Even Oldridge:
Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG. CoRR abs/2409.07691 (2024) - 2023
- [c21]Benedikt Schifferer
, Wenzhe Shi, Gabriel de Souza Pereira Moreira, Even Oldridge, Chris Deotte, Gilberto Titericz, Kazuki Onodera, Praveen Dhinwa, Vishal Agrawal, Chris Green:
Investigating the effects of incremental training on neural ranking models. RecSys 2023: 318-321 - [i8]Zhenrui Yue, Sara Rabhi, Gabriel de Souza Pereira Moreira, Dong Wang, Even Oldridge:
LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking. CoRR abs/2311.02089 (2023) - 2022
- [c20]Sara Rabhi, Ronay Ak, Marc Romeijn, Gabriel de Souza Pereira Moreira, Benedikt D. Schifferer:
Reducing the Friction for Building Recommender Systems with Merlin. KDD 2022: 4816-4817 - [c19]Karl Higley, Even Oldridge, Ronay Ak, Sara Rabhi, Gabriel de Souza Pereira Moreira:
Building and Deploying a Multi-Stage Recommender System with Merlin. RecSys 2022: 632-635 - [c18]Ronay Ak, Benedikt Schifferer, Sara Rabhi, Gabriel de Souza Pereira Moreira:
Training and Deploying Multi-Stage Recommender Systems. RecSys 2022: 706-707 - 2021
- [c17]Gabriel de Souza Pereira Moreira, Sara Rabhi, Jeongmin Lee, Ronay Ak, Even Oldridge:
Transformers4Rec: Bridging the Gap between NLP and Sequential / Session-Based Recommendation. RecSys 2021: 143-153 - [c16]Gabriel de Souza Pereira Moreira, Sara Rabhi, Ronay Ak, Benedikt Schifferer:
End-to-End Session-Based Recommendation on GPU. RecSys 2021: 831-833 - [c15]Benedikt Schifferer, Chris Deotte, Jean-Francois Puget, Gabriel de Souza Pereira Moreira, Gilberto Titericz, Jiwei Liu, Ronay Ak:
Using Deep Learning to Win the Booking.com WSDM WebTour21 Challenge on Sequential Recommendations. WebTour@WSDM 2021: 22-28 - [i7]Gabriel de Souza Pereira Moreira, Sara Rabhi, Ronay Ak, Md Yasin Kabir, Even Oldridge:
Transformers with multi-modal features and post-fusion context for e-commerce session-based recommendation. CoRR abs/2107.05124 (2021) - [i6]Adam Lesnikowski, Gabriel de Souza Pereira Moreira, Sara Rabhi, Karl Byleen-Higley:
Synthetic Data and Simulators for Recommendation Systems: Current State and Future Directions. CoRR abs/2112.11022 (2021) - 2020
- [c14]Benedikt Schifferer, Gilberto Titericz, Chris Deotte, Christof Henkel, Kazuki Onodera, Jiwei Liu, Bojan Tunguz, Even Oldridge, Gabriel de Souza Pereira Moreira, Ahmet Erdem:
GPU Accelerated Feature Engineering and Training for Recommender Systems. RecSys Challenge 2020: 16-23 - [c13]Dietmar Jannach, Gabriel de Souza Pereira Moreira, Even Oldridge:
Why Are Deep Learning Models Not Consistently Winning Recommender Systems Competitions Yet?: A Position Paper. RecSys Challenge 2020: 44-49 - [i5]Gabriel de Souza Pereira Moreira:
CHAMELEON: A Deep Learning Meta-Architecture for News Recommender Systems [Phd. Thesis]. CoRR abs/2001.04831 (2020) - [i4]Gabriel de Souza Pereira Moreira, Dietmar Jannach, Adilson Marques da Cunha:
Hybrid Session-based News Recommendation using Recurrent Neural Networks. CoRR abs/2006.13063 (2020)
2010 – 2019
- 2019
- [j1]Gabriel de Souza Pereira Moreira, Dietmar Jannach, Adilson Marques da Cunha:
Contextual Hybrid Session-Based News Recommendation With Recurrent Neural Networks. IEEE Access 7: 169185-169203 (2019) - [c12]Gabriel de Souza Pereira Moreira, Dietmar Jannach, Adilson Marques da Cunha:
On the Importance of News Content Representation in Hybrid Neural Session-based Recommender Systems. INRA@RecSys 2019: 18-23 - [i3]Gabriel de Souza Pereira Moreira, Dietmar Jannach, Adilson Marques da Cunha:
Contextual Hybrid Session-based News Recommendation with Recurrent Neural Networks. CoRR abs/1904.10367 (2019) - [i2]Gabriel de Souza Pereira Moreira, Dietmar Jannach, Adilson Marques da Cunha:
On the Importance of News Content Representation in Hybrid Neural Session-based Recommender Systems. CoRR abs/1907.07629 (2019) - 2018
- [c11]Gabriel de Souza Pereira Moreira, Felipe Ferreira, Adilson Marques da Cunha:
News Session-Based Recommendations using Deep Neural Networks. DLRS@RecSys 2018: 15-23 - [c10]Gabriel de Souza Pereira Moreira:
CHAMELEON: a deep learning meta-architecture for news recommender systems. RecSys 2018: 578-583 - [i1]Gabriel de Souza Pereira Moreira, Felipe Ferreira, Adilson Marques da Cunha:
News Session-Based Recommendations using Deep Neural Networks. CoRR abs/1808.00076 (2018) - 2016
- [c9]Gabriel de Souza Pereira Moreira, Gilmar Alves de Souza:
A Recommender System to tackle Enterprise Collaboration. RecSys 2016: 395-396 - 2015
- [c8]Roberto Pepato Mellado, Gabriel de Souza Pereira Moreira, Adilson Marques da Cunha, Luiz Alberto Vieira Dias:
A Software Framework for Identifying the Law of Demeter Violations. ITNG 2015: 409-414 - [c7]Gabriel de Souza Pereira Moreira, Gilmar Alves de Souza, Adilson Marques da Cunha:
Comparing Offline and Online Recommender System Evaluations on Long-tail Distributions. RecSys Posters 2015 - 2014
- [c6]Gabriel de Souza Pereira Moreira, Gustavo Ravanhani Matuck, Osamu Saotome, Adilson Marques da Cunha:
Recognizing the Brazilian Signs Language Alphabet with Neural Networks over Visual 3D Data Sensor. IBERAMIA 2014: 637-648 - 2011
- [c5]Gabriel de Souza Pereira Moreira, Roberto Pepato Mellado, Adilson Marques da Cunha, Luiz Alberto Vieira Dias:
METACOM: Um Método para Análise de Correlação entre Métricas de Produto de Software e Propensão a Manutenção. SBQS 2011: 57-71 - 2010
- [c4]Harison Pereira Bila de Carvalho, Danilo Battaglia, Denis Ávila Montini, Gabriel de Souza Pereira Moreira, Luiz Alberto Vieira Dias, Paulo Marcelo Tasinaffo:
ETL Process Model for a Manufacture Cells Production Line Integration. ITNG 2010: 1165-1171 - [c3]Gabriel de Souza Pereira Moreira, Roberto Pepato Mellado, Denis Ávila Montini, Luiz Alberto Vieira Dias, Adilson Marques da Cunha:
Software Product Measurement and Analysis in a Continuous Integration Environment. ITNG 2010: 1177-1182
2000 – 2009
- 2009
- [c2]Gabriel de Souza Pereira Moreira, Denis Ávila Montini, Daniela America da Silva, Felipe Rafael Motta Cardoso, Luiz Alberto Vieira Dias, Adilson Marques da Cunha:
Design Patterns Reuse for Real Time Embedded Software Development. ITNG 2009: 1421-1427 - [c1]Gabriel de Souza Pereira Moreira, Denis Ávila Montini, Danilo Douradinho Fernandes, Felipe Rafael Motta Cardoso, Luiz Alberto Vieira Dias, Adilson Marques da Cunha:
Final Inspection for Design Pattern Homologation Using a Real Time Embedded Software in a Production Line. ITNG 2009: 1428-1435
Coauthor Index
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