Publications

2024

1. Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval

   Coelho, João, Martins, Bruno, Magalhães, João, Callan, Jamie, and Xiong, Chenyan

   Proceedings of the Annual Meeting of the Association for Computational Linguistics 2024

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2023

1. Semantic Similarity for Mobile Application Recommendation under Scarce User Data

   Coelho, João, Paula, Beatriz, Mano, Diogo, Coutinho, Carlos, Oliveira, João, Ribeiro, Ricardo, and Batista, Fernando

   Engineering Applications of Artificial Intelligence 2023

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2022

1. Collaborative filtering for mobile application recommendation with implicit feedback

   Paula, Beatriz, Coelho, João, Mano, Diogo, Coutinho, Carlos, Oliveira, João, Ribeiro, Ricardo, and Batista, Fernando

   Proceedings of the IEEE ICE/ITMC Conference 2022

2021

1. Semantic Search of Mobile Applications using Word Embeddings

   Coelho, João, Neto, António, Tavares, Miguel, Coutinho, Carlos, Oliveira, João, Ribeiro, Ricardo, and Batista, Fernando

   Proceedings of the Symposium on Languages, Applications and Technologies 2021
2. Transformer-based Language Models for Semantic Search and Mobile Applications Retrieval

   Coelho, João, Neto, António, Tavares, Miguel, Coutinho, Carlos, Oliveira, João, Ribeiro, Ricardo, and Batista, Fernando

   Proceedings of the International Joint Conference on Knowledge Discovery and Information Retrieval 2021
3. Improving Neural Models for the Retrieval of Relevant Passages to Geographical Queries

   Coelho, João, Magalhães, João, and Martins, Bruno

   Proceedings of the ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems 2021

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