Natural Language Processing (NLP) for Social Good Applications

Ph.D Position

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General Information

Stanford University
Computer science
English

Position Details

Ph.D
48 month
48000 USD
100 USD
Dec 12, 2024 19 Months ago
Sep 02, 2024 22 Months ago

About the Position

Natural Language Processing (NLP) has emerged as a powerful tool with the potential to address various societal challenges. This research project focuses on leveraging NLP techniques for social good applications. The successful candidate will explore various NLP tasks with a focus on real-world impact. Potential areas of investigation include:

The candidate will be involved in:

Research Interests

  • Collaborate with Professor Thomas on a research project exploring Natural Language Processing (NLP) techniques for social good applications.
  • Develop and implement NLP models for tasks such as sentiment analysis, text summarization, and hate speech detection.
  • Collect and curate large datasets for NLP training and evaluation.
  • Analyze the societal impact of NLP technologies.
  • Assist in writing research papers and grant proposals for funding.

About the Professor

Bio

Sarah Thomas is a Professor of Computer Science at Stanford University. She received her PhD in Computer Science from MIT in 2004. Her research interests include machine learning, artificial intelligence, computer vision, robotics, and natural language processing. She has published over 100 papers in top academic conferences and journals. She has also received several awards for his research, including the ACM SIGKDD Innovation Award, the NSF CAREER Award, and the Google Faculty Research Award. Professor Thomas is a passionate teacher and has won numerous teaching awards. She is also an active member of the computer science community and has served on several program committees and editorial boards. She is a Fellow of the Association for the Advancement of Artificial Intelligence (AAAI) and the Institute of Electrical and Electronics Engineers (IEEE).

Professor's Interests
Machine learning Natural language pro Robotics Computer vision ML

Duties and Responsibilities

  • Machine learning
  • Natural language pro
  • Robotics
  • Computer vision
  • ML

Exam Requirements

Other Requirements & Additional Info

Stanford University boasts a vibrant NLP research community and a strong commitment to social responsibility. The successful candidate will have the opportunity to collaborate with leading NLP researchers, contribute to impactful projects with real-world applications, and shape the ethical development of NLP technology for social good.

Requirements for Stanford University

Doctorate Program
Requirements
GPA Requirement
Required:3.5
TOEFL
Listening
Required:26
Reading
Required:26
Writing
Required:26
Speaking
Required:26
Total
Required:100
GRE General
Verbal
Required:160
Quantitative
Required:165
Analytical Writing
Required:4.5
Overall
Required:4.5
Prerequisites
Bachelor degree from an accredited institution Strong background in mathematics and programming
Application Checklist
  • Statement of Purpose
  • Three letters of recommendation
  • Official transcripts
  • Resume/CV
Specialization Notes

The Computer Science department emphasizes research potential. GRE General is currently optional but recommended for some tracks.

Doctorate Program
Requirements
GPA Requirement
Required:3
TOEFL
Total
Required:100
Prerequisites
Bachelor in Engineering, Physics, or Mathematics Proficiency in Applied Physics and Calculus
Application Checklist
  • Statement of Purpose
  • Letters of Recommendation
  • Transcripts
  • GRE General scores (optional)
Specialization Notes

Focus on research in information systems, hardware, and energy.

Doctorate Program
Requirements
GPA Requirement
Required:3
TOEFL
Total
Required:100
Prerequisites
Prior degree in biological sciences, physics, or engineering
Application Checklist
  • Statement of Purpose
  • 3 Letters of Recommendation
  • Transcripts
Specialization Notes

Interdisciplinary program between School of Medicine and School of Engineering.

Master Program
Requirements
GPA Requirement
Required:3
TOEFL
Total
Required:100
Prerequisites
Four-year bachelor's degree
Application Checklist
  • Online Application
  • Transcripts
  • Letters of Recommendation
  • Statement of Purpose
Specialization Notes

Includes MA, MS, and MA/MBA joint degrees.

Doctorate Program
Requirements
GPA Requirement
Required:3
GRE General
Quantitative
Required:165
TOEFL
Total
Required:100
Prerequisites
Undergraduate degree in Economics or highly quantitative field
Application Checklist
  • GRE General Scores
  • TOEFL (if applicable)
  • 3 Letters of Recommendation
  • Personal Statement
Specialization Notes

GRE General is strictly required for Economics.

Master Program
Requirements
GPA Requirement
Required:3
GRE General
Quantitative
Required:165
TOEFL
Total
Required:89
Prerequisites
Strong quantitative background
Application Checklist
  • Transcripts
  • Letters of Recommendation
  • GRE Scores
Specialization Notes

Jointly administered by multiple departments.

Doctorate Program
Requirements
GPA Requirement
Required:3
TOEFL
Total
Required:100
Prerequisites
Medical Degree (MD) or PhD for clinical fellowships
Application Checklist
  • ERAS Application (for residency/fellowships)
  • USMLE Scores
  • Dean's Letter
Specialization Notes

Admission is primarily via the clinical matching process (NRMP).