Faculty profile
Giuseppe Carenini
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Read how they describe their research on their University of British Columbia profile.
Latest papers
Natural language processing to evaluate texting conversations between patients and healthcare providers during COVID-19 Home-Based Care in Rwanda at scale.
PLOS digital health · 2025
Long COVID Discourse in Canada, the United States, and Europe: Topic Modeling and Sentiment Analysis of Twitter Data.
Journal of medical Internet research · 2024
Evaluating Web-Based Automatic Transcription for Alzheimer Speech Data: Transcript Comparison and Machine Learning Analysis.
JMIR aging · 2022
Latest funding
- $291,230
Multigranular text analytics based on Large Language Models: from Longitudinal Reports to User-Generated Content
NSERC · 2024 · Principal investigator
- $104,000
Improving and Leveraging Discourse Processing in Modern NLP
NSERC · 2023 · Principal investigator
- $54,250
Discourse on COVID-19 and illicit drug toxicity on social media
CIHR · 2022 · Supervisor
8 publications.
Natural language processing to evaluate texting conversations between patients and healthcare providers during COVID-19 Home-Based Care in Rwanda at scale.
Lester RT, Manson M, Semakula M, Jang H, Mugabo H, Magzari A, Blackmer JM, Fattah F, Niyonsenga SP, Rwagasore E, Ruranga C, Remera E, Ngabonziza JCS, Carenini G, Nsanzimana S
Long COVID Discourse in Canada, the United States, and Europe: Topic Modeling and Sentiment Analysis of Twitter Data.
AbuRaed AGT, Prikryl EA, Carenini G, Janjua NZ
Evaluating Web-Based Automatic Transcription for Alzheimer Speech Data: Transcript Comparison and Machine Learning Analysis.
Soroski T, da Cunha Vasco T, Newton-Mason S, Granby S, Lewis C, Harisinghani A, Rizzo M, Conati C, Murray G, Carenini G, Field TS, Jang H
Identifying Language Features Associated With Needs of Ovarian Cancer Patients and Caregivers Using Social Media.
Lee YJ, Jang H, Campbell G, Carenini G, Thomas T, Donovan H
Tracking Public Attitudes Toward COVID-19 Vaccination on Tweets in Canada: Using Aspect-Based Sentiment Analysis.
Jang H, Rempel E, Roe I, Adu P, Carenini G, Janjua NZ
Classification of Alzheimer's Disease Leveraging Multi-task Machine Learning Analysis of Speech and Eye-Movement Data.
Jang H, Soroski T, Rizzo M, Barral O, Harisinghani A, Newton-Mason S, Granby S, Stutz da Cunha Vasco TM, Lewis C, Tutt P, Carenini G, Conati C, Field TS
Applications of Aspect-based Sentiment Analysis on Psychiatric Clinical Notes to Study Suicide in Youth.
George A, Johnson D, Carenini G, Eslami A, Ng R, Portales-Casamar E
Tracking COVID-19 Discourse on Twitter in North America: Infodemiology Study Using Topic Modeling and Aspect-Based Sentiment Analysis.
Jang H, Rempel E, Roth D, Carenini G, Janjua NZ
Multigranular text analytics based on Large Language Models: from Longitudinal Reports to User-Generated Content
Principal investigators: Carenini, Giuseppe G
Keywords: aspect-based sentiment analysis; customer relationship management; deep learning; digital healthcare; information extraction; large language models; natural language processing; text analytics; text summarization; topic modeling
Improving and Leveraging Discourse Processing in Modern NLP
Principal investigators: Carenini, Giuseppe
Keywords: natural language processing; language models; discourse processing; text summarization; distant supervision; discourse parsing and planning; multi-lingual; discourse relations; autoencoders; pragmatics
Discourse on COVID-19 and illicit drug toxicity on social media
Principal investigators: AbuRaed, Ahmed G
Keywords: Covid-19; Equitable Ai; Information Extraction; Machine Learning; Natural Language Processing (Nlp); Overdose; Population Health; Social Media; Text Analytics
Digital Virtual Support of Cases and Contacts to Novel Coronavirus (COVID-19): Readiness and Knowledge Sharing for Global Outbreaks (WelTel PHM)
Principal investigators: Lester, Richard T
Keywords: Coronavirus 2019 (Covid-19); Data Analytics; Digital Health; Emergency Preparedness; Global Health; Health Informatics; Infectious Disease Surveillance And Monitoring; Mhealth (Mobile Heatlh); Natural Language Processing; Precision Care
Enhancing population health monitoring and evaluation using text analytics on clinical data
Principal investigators: Jang, Hyeju
Keywords: Health Data; Machine Learning; Natural Language Processing
Improving, Extending and Leveraging Discourse Parsing
Principal investigators: Carenini, Giuseppe
A modular Web-based interface for group decision-making
Principal investigators: Carenini, Giuseppe
Integrating Methods for Mining and Summarizing Text Conversations
Principal investigators: Carenini, Giuseppe
Improving decision-making and stakeholder engagement in waste water planning
Principal investigators: Carenini, Giuseppe
Advanced Tools for User-adaptive Visualization
Principal investigators: Conati, Cristina
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Sally Newton-Mason and Giuseppe Carenini: 2 shared papers
- Sally Newton-Mason and Cristina Conati: 2 shared papers
- Giuseppe Carenini and Cristina Conati: 2 shared papers
- Raymond Ng and Giuseppe Carenini: 1 shared paper
- Sally Newton-Mason and Gabriel Murray: 1 shared paper
- Giuseppe Carenini and Gabriel Murray: 1 shared paper
- Cristina Conati and Gabriel Murray: 1 shared paper
- MacIsaac School of Nursing
- Computer Information Systems
- Other
Co-authors at University of British Columbia, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
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Profile data last refreshed on September 27, 2026 from the university directory, publication records and CIHR, NSERC and SSHRC funding.