DiffCSE
inltk
| DiffCSE | inltk | |
|---|---|---|
| 3 | 1 | |
| 286 | 811 | |
| - | - | |
| 0.0 | 0.0 | |
| over 1 year ago | 4 months ago | |
| Python | Python | |
| MIT License | MIT License |
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DiffCSE
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[N] MIT/Meta AI released their new SOTA unsupervised sentence embedding model "DiffCSE"
Code for https://arxiv.org/abs/2204.10298 found: https://github.com/voidism/DiffCSE
inltk
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Which are top APIs for Indian languages mainly VR, OCR, Speech - Text - Speech?
The best tool will vary a little bit from language to language, but your best bets are probably the Indic NLP Library and iNLTK
What are some alternatives?
PromCSE - Code for "Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning (EMNLP 2022)"
allennlp - An open-source NLP research library, built on PyTorch.
Revisiting-Contrastive-SSL - Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
SimCSE - [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
Unsupervised-Classification - SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
smaller-labse - Applying "Load What You Need: Smaller Versions of Multilingual BERT" to LaBSE
Unsupervised-Semantic-Segmentation - Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
clip-as-service - 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
KitanaQA - KitanaQA: Adversarial training and data augmentation for neural question-answering models