Projects, Software & Data

Projects

• KGstat, a project that combines querying knowledge graphs using SPARQL and applying statistical analysis and modeling using the R programming language.
• Data Consult Transforms Service Delivery and Customer Experience with Oracle, a project that automates incident detection and management by integrating Oracle Service Cloud
• Lebanon Smart City Experience, a project that launched the first smart city in Lebanon at BeitMisk

Software

• SHADOW, a LM-probing model that matches the best SPARQL query to fill missing object entities in a (subject entity, relation, object entity) triple over the Wikidata knowledge graph
• FLAN-T5 small-WordNet, a generative model that classifies terms into types in conjuction with Wikidata semantic information
• FLAN-T5 small-GeoNames, a generative model that classifies terms into geographical locations in conjuction with Wikidata semantic information
• PSYCHIC, an extractive question-answering neuro-symbolic model that answers a knowledge graph question with a SPARQL query
• FinISH, a model that classifies financial terms from domain ontology classes
• FReE, a model that classifies the type of relations in financial sentences
• FNP T5 D2T complete, a complete T5-base data to text model specialized for Finance NLG
• FNP T5 D2T simple, a simple T5-base data to text model specialized for Finance NLG
• Text smoothing, a generative model for financial text rewriting
• Code of other experiments on GitHub

Data

• WordNet Semantic Primes, data set of vectorized representations of knowledge graph information for the WordNet semantic tower
• GeoNames Semantic Primes, data set of vectorized representations of knowledge graph information for the GeoNames semantic tower
• FNP 2022 FinCausal, data set for the FinCausal 2022 shared task
• FNP 2021 FinCausal, data set for the FinCausal 2021 shared task
• FNP 2020 FinCausal, data set for the FinCausal 2020 shared task

Last update: March 13, 2024