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sparse-document-vectors

Here are 3 public repositories matching this topic...

vgupta123 / P-SIF

Source code for our AAAI 2020 paper P-SIF: Document Embeddings using Partition Averaging

text-classification embeddings classification vectors multi-label-classification multi nlp-machine-learning document-embeddings ksvd aaai2020 reuters-dataset sts-dataset sparse-document-vectors partition-averaging

Updated May 2, 2020
Python

vgupta123 / SCDV-MS

Improving Document Classification with Multi-Sense Embeddings Source Code (ECAI 2020)

nlp natural-language-processing text-classification classification vectors multi-label-classification multi multi-sense-embeddings embedding-vectors scdv ecai2020 reuters-dataset sparse-document-vectors

Updated Apr 1, 2021
Python

vgupta123 / contextualize_scdv

Unsupervised Contextualized Document Representation, to appear in SustaiNLP 2021 EMNLP 2021

text-classification word-sense-disambiguation multi-label-classification bert multi-sense-embeddings multi-class-classification few-shot-learning scdv sparse-document-vectors low-resource-nlp emnlp2021 sustainlp2021

Updated Sep 26, 2021
Python

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