Large Language Models

• To Burst or Not to Burst: Generating and Quantifying Improbable Text
  • Paper in Proceedings of the 3rd Workshop on Natural Language Generation, Evaluation, and Metrics (GEM).
  • Code

Multilingual NLP

• Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages

  • Paper
  • Data
  • Presentation
  • Video
• Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers
  • Paper
  • Presentation & Video
• MultiSeg: Parallel Data and Subword Information for Learning Bilingual Embeddings in Low Resource Scenarios
  • Paper
  • Code
  • Presentation
• The ARIEL-CMU systems for LoReHLT18
  • Paper
• Surprise Languages: Rapid-Response Cross-Language IR
  • Paper

QA/Domain Adaptation

• Multi-Stage Pre-training for Low-Resource Domain Adaptation
  • Paper
  • Code
  • Presentation & Video
• Answer Span Correction in Machine Reading Comprehension
  • Paper
  • Presentation

Clinical NLP/Psycholinguistics

• Predictive Linguistic Features of Schizophrenia
  • Paper
  • Presentation
• Understanding Cohesion in Writings and Speech of Schizophrenia Patients
  • Paper
• Topic Modeling-based Classification of Clinical Reports
  • Paper
  • Paper
  • Presentation

Computer Vision

• Object Detection using HoG Features for Visual Situation Recognition
  • Tech Report

For a full list of my publications, please see my Google Scholar page.