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Nov 19, 2021

How to compare two lists of discrete elements

Suppose you are given two sequences (or lists), l1 and l2, and now you would like to compare how much l1 is different from l2. How would you compare them, quantitatively? There are many metrics to compare two sequences like l1 and l2, though the focuses are not always the…

Sequence Comparison

4 min read

Sequence Comparison

4 min read


Jun 4, 2021

Analysing paraphrasing from a neural model perspective

Like machine translation and abstractive summarization, paraphrase generation is a task that has two ends, from one sequence to the other. That being said, it is natural to think that we could just fine tune the state-of-the-art neural models on machine translation and abstractive summarization onto paraphrase generation and get…

Paraphrase Generator

4 min read

Paraphrase Generator

4 min read


Jun 4, 2021

What is paraphrasing?

What does paraphasing do? Please tell the meaning of paraphrasing. Write down the definition of paraphasing… So, what is paraphrasing? I have just done that. According to the definition in this repo, paraphrase generation is the task to generate an output sentence which is sementically identical to the input sentence…

Paraphrase

4 min read

Paraphrase

4 min read


Apr 3, 2021

How do you write a clean pointer generator model with pytorch

[This story may only be sensible to the reader with a little bit background on torch, torchtext, seq2seq models and copy / pointer mechanism] A pointer-generator is a powerful network for machine translation and abstractive summarization. Since original codes were not accomplished in PyTorch, we would like to show you…

Pytorch

2 min read

Pytorch

2 min read

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