Research Scientist

Summary

In my PhD research I applied deep learning models for information extraction from conversations. I used pre-trained transformers for creating contextualized representation of words and then I was adding features, specific to conversations (speaker information and dialogue structure). One of my models was based on distantly supervised BERT fine-tuning using reinforcement learning feedback to predict long-tailed personal attributes in a zero-shot setup.

Expectations

exciting research challenges, work in fast-paced environment, taking the ownership and responsibility in the project. Making impacts into real product and influence real peoples' lives. Work with various teams in cross-functional way.

Employment Preferences

Expected Base Salary

**0,000 USD

Academic Degree

Experience

Skills

• Research
• Natural Language Processing
• Deep Learning
• Machine Learning
• Information Extraction
• Information Retrieval
• Text Generation
• Conversation Understanding
• Big Data