Alberto Lavelli
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Biomedical Text Mining and Ontologies, Semantic Web and Ontologies, Advanced Text Analysis Techniques
Most-Cited Works
- → An introduction to Deep Learning in Natural Language Processing: Models, techniques, and tools(2021)642 cited
- → Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review(2019)538 cited
- Exploiting Shallow Linguistic Information for Relation Extraction from Biomedical Literature(2006)
- FBK-irst : A Multi-Phase Kernel Based Approach for Drug-Drug Interaction Detection and Classification that Exploits Linguistic Information(2013)
- Investigating a Generic Paraphrase-Based Approach for Relation Extraction(2006)
- QAKiS: an Open Domain QA System based on Relational Patterns(2012)
- → Text mining for pharmacovigilance: Using machine learning for drug name recognition and drug–drug interaction extraction and classification(2015)77 cited
- → Assessment of NER solutions against the first and second CALBC Silver Standard Corpus(2011)75 cited
- PoSTWITA-UD: an Italian Twitter Treebank in Universal Dependencies.(2018)
- → Pre-trained transformers: an empirical comparison(2022)59 cited