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Research

Natural Language Processing

I have conducted research in different problems of natural language processing such as text summarisation, word embedding learning, relation extraction, semantic/relational similarity measurement, textual entailment, discourse analysis, information retrieval, domain adaptation, argument mining and sentiment classification. Please see my publications page for more details about these works.

Data Mining

I have been involved in various research projects related to data mining such as legal data, medical data, financial data and cooking receipies.

Machine Learning

I lead the Data Mining and the Machine Learning (DMML) research group and have authored text books in Deep Learning and Machine Learning for Web Mining.

Research grants

DynAIRx: Artificial Intelligence for Multiple Long-Term Conditions (AIM)

DEPARTMENT OF HEALTH & SOCIAL CARE (UK)

September 2022 - August 2025

NIHR ARC 2 national social care implementation projects

DEPARTMENT OF HEALTH & SOCIAL CARE (UK), LCCG - LIVERPOOL CLINICAL COMMISSIONING GROUP (UK)

October 2019 - March 2026

KTP with Fletchers Solicitors Ltd

FLETCHERS SOLICITORS LTD (UK), INNOVATE UK (UK)

April 2017 - April 2020

WEB-RADR

EUROPEAN COMMISSION

September 2014 - August 2017