Fast_Sentence_Embeddings
Fast_Sentence_Embeddings copied to clipboard
Compute Sentence Embeddings Fast!
I do not know how to use it, can you provide a full document?
Have you considered working on meta embeddings and embedding imputation? I think fse might practically challenge some deep learning architectures, especially when taking knowledge graph embeddings into account.
I needed FSE with Gensim >=4 but I was unable to use it due to API compatibility bugs, as discussed in #40 and #43 . I successfully performed the migration...
From this research, Sentence Embedding via Semantic Subspace Analysis (S3E) allows us to construe sentence embeddings which are competitive with sentence bert. [[Sentence Embedding via Semantic Subspace Analysis](https://github.com/BinWang28/Sentence-Embedding-S3E)](https://arxiv.org/abs/2002.09620) Would be...
Hi Oliver, You have merged few PR 's but still have not issued new version. Is there chance for that in a near future? Or maybe if you are busy...
Untangling the bad design decision to actually store the BaseKeyedVector from Gensim internally. If users want mmap, they can just load that and pass it. At least we shouldn't store...
Reworking the threading (at least from my last experience the input thread is the bottleneck, not the actual computation)