Dr EE Milios
2 years ago
This position has expired. You can find similar positions from the section below or browse our positions listing pages.
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
Canada
University
Dalhousie University
Suggested positions
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
Make your next move.
Prepare your application
Review drafts and confirm requirements with the university.
Professors
Faculty of Computer Science
University Name
Canada
Research Interests
Biostatistics
Computational Linguistics
Topic Modelling
Programming Skills
Conversational Ai
Make your next move.
Prepare your application
Review drafts and confirm requirements with the university.