Q: What is the difference between ELMO and BERT/Transformer? Q: How would you design a multi-label text classification model?
Nlp Interview Questions
431 nlp interview questions shared by candidates
You have developed a model with appropriate training, validating, and testing. You are about to deploy the model but you still worry that your model overfits. What would you do to check for overfitting? Clarification: by this stage, you still have data not used in the process above
What is your role in this research? And what is the contribution?
What does no_grad stand for in PyTorch?
Python questions NLP questions System infrastructure building questions
Basically focused on NLP
How your FYP works describe the pipeline
What are the different types of metrics to evaluate text summaries? How would you evaluate the performance of summarization ml models ? How would you clean up some of the formatting errors which are present in the medical reports to make it more useable for training? How would you set up pipelines for the data cleaning process ?
Describe the precision recall curve
How would you design a system to cluster high-volume streaming data where scalability is a priority?
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