inltk
DiffCSE
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| inltk | DiffCSE | |
|---|---|---|
| 1 | 3 | |
| 811 | 286 | |
| - | - | |
| 0.0 | 0.0 | |
| 3 months ago | over 1 year ago | |
| Python | Python | |
| MIT License | MIT License |
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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
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
What are some alternatives?
allennlp - An open-source NLP research library, built on PyTorch.
PromCSE - Code for "Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning (EMNLP 2022)"
SimCSE - [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
Revisiting-Contrastive-SSL - Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
smaller-labse - Applying "Load What You Need: Smaller Versions of Multilingual BERT" to LaBSE
Unsupervised-Classification - SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
clip-as-service - 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
Unsupervised-Semantic-Segmentation - Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
KitanaQA - KitanaQA: Adversarial training and data augmentation for neural question-answering models
ModelNet40-C - Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296
pytorch-metric-learning - The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.