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Dr EE Milios

2 years ago

Text mining using deep language models and conversational AI Dalhousie University in Canada

Degree Level

PhD

Field of study

Computer Science

Funding

Fully Funded

Deadline

Expired

Country flag

Country

Canada

University

Dalhousie University

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Publisher
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Canada

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Keywords

Computer Science
Data Science
Machine Learning
Immunotherapy
Cognitive Science
Biostatistics
Artificial Intelligence
Information Retrieval
Natural Language Processing
Human-computer Interaction
Library And Information Science
Systematic Review
Text Mining
Topic Modeling
Computational Linguistics
Mathematical Biology
Comparative Linguistics
Topic Modelling
Conversational Ai
Historical Textiles
Mathematical Background
Programming Skills
Large-language Models (llms)
Document Engineering
Machine-readable Information
Interactive Clustering
Administrative Text
Free-text Questions
Clinical Notes

About this position

Deep language models and conversational AI have revolutionized natural language processing by providing semantic vector representations of text (embeddings) and by offering a question-answer style of interaction with text data. My research focuses on designing text mining and NLP pipelines for specific document engineering tasks that take advantage of these new techniques, including the challenges of designing appropriate free-text questions (prompts) to the conversational AI models for a given task and of converting the model’s free-text answer into machine-readable information. Particular text mining domains of interest include administrative text, clinical notes, systematic reviews of the research literature, historical text mining, high-recall information retrieval, and interactive clustering and topic modelling. I seek highly motivated students with strong programming skills and a solid mathematical background. A publication record in any area of machine learning, natural language processing and text mining is desirable. Accepting: Phd studentsExpress your interest in working with Dr. Evangelos Milios.When contacting us about your interest in a particular professor or fellowship, please include your:Research interestsPast research experienceRecent CVDalhousie's Faculty of Computer Science offers competitive funding to qualified graduate students and is committed to promoting excellence in research and teaching.

Funding details

Fully Funded

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Professors

Faculty of Computer Science

University Name
Country flag

Canada

Research Interests

Biostatistics

Computational Linguistics

Topic Modelling

Programming Skills

Conversational Ai