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PhD Student at Edinburgh Centre for Robotics busy trying to teach machines how to learn language through natural language interaction in multi-modal environments. I am mainly interested in developing Machine Learning models able to learn conceptual representations with few training examples by exploiting multiple modalities such as vision, language and proprioceptive information.
A collection of interesting projects that I have been involved with during my academic career or that I have completed during my free time.
Main member of the team 'Alana' responsible of NLU pipeline and several content-based bots.
Code for the paper 'Ask Me Any Rating: A Content-based Recommender System based on Recurrent Neural Networks'
Fixed bug related to the attention mechanism implemented in AllenNLP
Integrated Dialog bAbI+ dataset in the Facebook ParlAI framework
Code for the paper 'Iterative Multi-document Neural Attention for Multiple Answer Prediction'
Code for the university project in 'Semantic Web Technologies'
A list of recent publications made by myself and my collaborators. Please refer to my Google Scholar for an updated and complete list.
Research project focused on Interactive Grounded Language Learning
Developed search engine and analytics platform for the Plusimple userbase.