Darek Kłeczek
Papers
Recent papers I published.
- MLOps: A Holistic Approach
- Polbert: Attacking Polish NLP Tasks with Transformers
- How to Win a Kaggle Competition
Blog
Articles and tutorials.
- The Art and Science of Prompt Engineering
- Using LLMs to Extract Structured Data: OpenAI Function Calling in Action
- A Gentle Introduction to LLM APIs
- Training a Protein Language Model on Cloud TPU
- A System of Record for Autonomous Driving Machine Learning Models
- How To Build an Efficient NLP Model
- How Do You Identify Machine Learning Opportunities?
- The Future Of Machine Learning Tools
- Topic Models Introduction
- Training Bert For Cyberbullying Detection Part 1
- Training Bert For Cyberbullying Detection Part 2
- Top Down Introduction To Bert
- Discovering The Potential Of Machine Learning
Competitions
Winning solutions to various AI competitions I participated in.
- Chaii - Hindi and Tamil Question Answering (#1)
- Feedback Prize - Evaluating Student Writing (#3)
- Human Protein Atlas - Single Cell Classification (#6)
- LLM Science Exam (#7)
- Feedback Prize - Predicting Effective Arguments (#7)
- Learning Equality - Curriculum Recommendations (#9)
- CAFA 5 Protein Function Prediction (#18)
- LLM - Detect AI Generated Text (#19)
- Simple Recipes for Assessing Translation Quality (Poleval)
- Simple Recipes for Question Answering (Poleval)
Notes
Selection of shorter notes and ideas.