Michele Filannino

26 papers C 1Misc 4Journal 10Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	PFB at EVALITA 2026: Overview of the Prometeia Financial Benchmark. EVALITA Alessandro Pietro Bardelli, Tolga Çekiç, Irem Demirtas, Michele Filannino, Simona Scala, Andrea Galassi, Gianmarco Pappacoda, Paolo Torroni
2024	—	`conf`	GitHub Copilot: a systematic study. Ital-IA Alessandro Benetti, Michele Filannino
2023	—	`conf`	Blaze-IT: A Lightweight BERT Model for the Italian Language. CLiC-it Francesco Russo, Michele Filannino
2021	—	`conf`	Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists. WAIN@ICSE Filippo Lanubile, Fabio Calefato, Luigi Quaranta, Maddalena Amoruso, Fabio Fumarola, Michele Filannino
2021	J	`jnl`	Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists. CoRR Filippo Lanubile, Fabio Calefato, Luigi Quaranta, Maddalena Amoruso, Fabio Fumarola, Michele Filannino
2020	J	`jnl`	2018 n2c2 shared task on adverse drug events and medication extraction in electronic health records. J. Am. Medical Informatics Assoc. Sam Henry, Kevin Buchan, Michele Filannino, Amber Stubbs, Özlem Uzuner
2019	—	`conf`	An Empirical Test of GRUs and Deep Contextualized Word Representations on De-Identification. MedInfo Kahyun Lee, Michele Filannino, Özlem Uzuner
2019	—	`conf`	An Exploratory Study on Pseudo-Data Generation in Prescription and Adverse Drug Reaction Extraction. MedInfo Carson Tao, Kahyun Lee, Michele Filannino, Özlem Uzuner
2019	J	`jnl`	Cohort selection for clinical trials: n2c2 2018 shared task track 1. J. Am. Medical Informatics Assoc. Amber Stubbs, Michele Filannino, Ergin Soysal, Samuel Henry, Özlem Uzuner
2018	J	`jnl`	Corrigendum to "Symptom severity prediction from neuropsychiatric clinical records: Overview of 2016 CEGS N-GRID shared tasks Track 2" [J Biomed Inform. 2017 Nov;75S: S62-S70]. J. Biomed. Informatics Michele Filannino, Amber Stubbs, Özlem Uzuner
2018	Misc	`conf`	Extracting ADRs from Drug Labels using Bi-LSTM and CRFs. AMIA Carson Tao, Michele Filannino, Özlem Uzuner
2018	Misc	`conf`	FABLE: A Semi-Supervised Prescription Information Extraction System. AMIA Carson Tao, Michele Filannino, Özlem Uzuner
2018	Misc	`conf`	Precision Medicine: matching cancer patients with clinical trials. AMIA Michele Filannino, Kahyun Lee, Di Jin, Kevin Buchan, William Boag, Özlem Uzuner
2018	Misc	`conf`	Precision Medicine: matching cancer patients with relevant treatments. AMIA Kahyun Lee, Michele Filannino, Di Jin, Kevin Buchan, William Boag, Özlem Uzuner
2017	—	`conf`	A Hybrid Approach to Precision Medicine-related Biomedical Article Retrieval and Clinical Trial Matching. TREC Yuan Ling, Sadid A. Hasan, Michele Filannino, Kevin P. Buchan, Kahyun Lee, Joey Liu, William Boag, Di Jin, Özlem Uzuner, Kathy Lee, Vivek V. Datla, Ashequl Qadir, Oladimeji Farri
2017	J	`jnl`	Automatic prediction of coronary artery disease from clinical narratives. J. Biomed. Informatics Kevin Buchan, Michele Filannino, Özlem Uzuner
2017	—	`conf`	Extracting and Normalizing Adverse Drug Reactions from Drug Labels. TAC Carson Tao, Kahyun Lee, Michele Filannino, Kevin Buchan, Kathy Lee, Tilak Raj Arora, Joey Liu, Oladimeji Farri, Özlem Uzuner
2017	J	`jnl`	Prescription extraction using CRFs and word embeddings. J. Biomed. Informatics Carson Tao, Michele Filannino, Özlem Uzuner
2016	—	`—`	Data-driven temporal information extraction with applications in general and clinical domains. Michele Filannino
2015	J	`jnl`	Temporal expression extraction with extensive feature type selection and a posteriori label adjustment. Data Knowl. Eng. Michele Filannino, Goran Nenadic
2014	—	`conf`	Using Machine Learning to Predict Temporal Orientation of Search Engines' Queries in the Temporalia Challenge. NTCIR Michele Filannino, Goran Nenadic
2013	J	`jnl`	Combining rules and machine learning for extraction of temporal expressions and events from clinical narratives. J. Am. Medical Informatics Assoc. Aleksandar Kovacevic, Azad Dehghan, Michele Filannino, John A. Keane, Goran Nenadic
2013	J	`jnl`	ManTIME: Temporal expression identification and normalization in the TempEval-3 challenge CoRR Michele Filannino, Gavin Brown, Goran Nenadic
2013	—	`conf`	ManTIME: Temporal expression identification and normalization in the TempEval-3 challenge. SemEval@NAACL-HLT Michele Filannino, Gavin Brown, Goran Nenadic
2012	J	`jnl`	Temporal expression normalisation in natural language texts CoRR Michele Filannino
2008	C	`conf`	Introducing Serendipity in a Content-Based Recommender System. HIS Leo Iaquinta, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Michele Filannino, Piero Molino