WebApr 7, 2024 · DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 4207–4218, Seattle, United States. Association for Computational Linguistics. Cite (Informal): WebOct 28, 2024 · Equivariant Contrastive Learning. In state-of-the-art self-supervised learning (SSL) pre-training produces semantically good representations by encouraging them to be invariant under meaningful transformations prescribed from human knowledge. In fact, the property of invariance is a trivial instance of a broader class called equivariance, which ...
DiffCSE/README.md at master · voidism/DiffCSE · GitHub
WebApr 21, 2024 · we propose DiffCSE, an unsupervised contrastive learning framework for learning sentence embeddings Some key terms DiffCSE this is an unsupervsied contrastive learning framework rather than model … WebFeb 7, 2024 · Here is what you are looking for github.com/yukimasano/PASS DiffCSE 3 239 6.1 Python Code for the NAACL 2024 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings" Project mention: [N] MIT/Meta AI released their new SOTA unsupervised sentence embedding model "DiffCSE" … cyberstalking laws usa
DiffCSE: Difference-based Contrastive Learning for Sentence …
WebYung-Sung Chuang. MIT EECS PhD Student. Office: 32-G436. Hi! I'm a second-year PhD student in Electrical Engineering and Computer Science at Massachusetts Institute of Technology, where I work with Jim Glass. My research interest broadly covers the deep learning technique for natural language processing and speech processing. WebOct 28, 2024 · voidism/diffcse ↳ Quickstart in Colab 218 Tasks Edit Contrastive Learning Self-Supervised Learning Datasets Edit CIFAR-10 ImageNet Results from the Paper Edit Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers. Methods Edit WebIn this paper, we present DiffCSE, a new unsupervised sentence embedding framework that is aware of, but not invariant to, MLM-based word replacement. Empirical results on … cyberstalking nc statute