What is distant supervision (NER from KB)?
Middle — Senior
212
Machine Learning / AI
3611
0
Have you had experience working with NLP tasks?
209
What is query rewriting in RAG?
Middle — Senior
207
What is Megatron-LM and its tensor parallel approach?
Senior
205
How did you split the sample into training and testing?
Middle
205
Why does regularization help fight overfitting?
Middle — Senior
203
Why can model weights become large and why is it necessary to reduce them with regularization?
201
Explain the scaled dot-product attention formula. Why divide by sqrt(d_k)?
Middle — Senior
201
What is model-based RL and what are its advantages over model-free?
Middle — Senior
200
How did you choose the model and hyperparameters, and how did you select the classification threshold?
Middle
199
Как должна выглядеть разметка для обучения трансформера распознавать спецтерминологию?
Middle
199
How does PR-AUC differ from ROC-AUC?
Middle
198
How are MAP and MRR metrics calculated in ranking tasks?
Middle
197
What is the difference between NaN and None in Python?
Middle
196
What algorithm is the model based on?
Middle — Senior
194
What task does transformer model tuning solve?
Middle
193
What should be contained in a training dataset for training with cross-entropy?
Middle
192
What is NTK-aware scaling RoPE for extending the context window?
Middle — Senior
192
What does the result of CNN decomposition look like visually?
Middle — Senior
191
What are recovery prompts in low-confidence?
Middle — Senior
191