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DRV
  • Member for 6 years, 8 months
  • Last seen more than a month ago
  • Kharagpur, West Bengal, India
72 votes
4 answers
103k views

Why does the transformer do better than RNN and LSTM in long-range context dependencies?

21 votes
1 answer
11k views

What is the intuition behind the dot product attention?

20 votes
2 answers
19k views

What are the main differences between skip-gram and continuous bag of words?

6 votes
1 answer
3k views

What are pros and cons of Bi-LSTM as compared to LSTM?

4 votes
2 answers
423 views

What is the difference between genetic algorithms and evolutionary game theory algorithms?

4 votes
2 answers
263 views

Why is dialogue a hard problem in natural language processing?

3 votes
2 answers
244 views

What is the difference between batch and mini-batch gradient decent?

3 votes
1 answer
2k views

Why do we need convolutional neural networks instead of feed-forward neural networks?

2 votes
1 answer
75 views

What is the current state-of-the-art in unsupervised cross-lingual representation learning?

2 votes
3 answers
383 views

How do LSTM and GRU avoid to overcome the vanishing gradient problem?

2 votes
0 answers
253 views

What are the advantages and disadvantages of extrinsic and perplexity model evaluation in NLP?

2 votes
0 answers
118 views

What is the difference between evolutionary game theory and meta-heuristics?

2 votes
2 answers
348 views

What is the difference between game theory and machine learning?

1 vote
0 answers
37 views

What is the difference between principal component analysis and singular value decomposition in image processing?

1 vote
0 answers
1k views

Find the nearest object in a image which is captured from camera?

1 vote
0 answers
94 views

Why is the sample size of stochastic gradient descent a power of 2?

1 vote
1 answer
972 views

What is the intuition behind the entropy formula used in the ID3 algorithm?

1 vote
1 answer
200 views

What is relation between gradient descent and regularization in deep learning?

1 vote
0 answers
41 views

What are examples of tutorials and blogs for beginners to master the cross-lingual information retrieval?

1 vote
0 answers
761 views

Which activation functions can lead to the vanishing gradient problem?

1 vote
1 answer
888 views

What are the main differences between a language model and a machine translation model?

0 votes
2 answers
127 views

Which NLP applications are based on recurrent neural networks?

0 votes
1 answer
620 views

What are the pros and cons of supervised, semi-supervised and unsupervised relation extraction in NLP?