Good work both on MatchZoo and this list!
I would be interested in quick advices/pointers on something related: I'd like to match related parts of texts.
More formally, I've a document, made of different sections (each with multiple sentences), and I'd like to map it to a similar text (transcription in fact), which is a bit longer, with some noise but talk about the same thing (lot of similarities) and in the same order. I made a dynamic programming algorithms which maximize a cosine similarities between sentence embeddings. Results aren't too bad, but I'd like to experiment other stuff.
Any idea?
Thanks a lot for any clue / references that seems relevant. We could discuss through gitter.im as well.
Paul
I've not much gold data (i.e. suitable segments to be training pairs), which is why I mention unsupervised/low ressources).
bwanglzu
commented
5 years ago
Hey guys,
Good work both on MatchZoo and this list!
I would be interested in quick advices/pointers on something related: I'd like to match related parts of texts.
More formally, I've a document, made of different sections (each with multiple sentences), and I'd like to map it to a similar text (transcription in fact), which is a bit longer, with some noise but talk about the same thing (lot of similarities) and in the same order. I made a dynamic programming algorithms which maximize a cosine similarities between sentence embeddings. Results aren't too bad, but I'd like to experiment other stuff.
Any idea?
Thanks a lot for any clue / references that seems relevant. We could discuss through gitter.im as well.
Paul
I've not much gold data (i.e. suitable segments to be training pairs), which is why I mention unsupervised/low ressources).