SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples
☆76Sep 18, 2022Updated 4 years ago
Alternatives and similar repositories for SNCSE
Users that are interested in SNCSE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"☆298Jul 12, 2026Updated 2 months ago
- ☆57Jun 3, 2023Updated 3 years ago
- Code for AAAI 2022 paper Unsupervised Sentence Representation via Contrastive Learning with Mixing Negatives☆23Jun 14, 2022Updated 4 years ago
- An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)☆61Feb 8, 2021Updated 5 years ago
- 句子匹配模型,包括无监督的SimCSE、ESimCSE、PromptBERT,和有监督的SBERT、CoSENT。☆97Oct 29, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The source code of paper "PAIR-LEVEL SUPERVISED CONTRASTIVE LEARNING FOR NATURAL LANGUAGE INFERENCE" at ICASSP 2022.☆45May 15, 2023Updated 3 years ago
- ☆35May 18, 2023Updated 3 years ago
- [EMNLP 2022] Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning☆136Nov 17, 2023Updated 2 years ago
- PromptBERT: Improving BERT Sentence Embeddings with Prompts☆341Nov 22, 2023Updated 2 years ago
- Source code for ACL 2022 paper "Self-contrastive Decorrelation for Sentence Embeddings".☆26Mar 10, 2025Updated last year
- A python implementation of discrete optimal transport with a Tsallis entropy regularization.☆14Oct 23, 2023Updated 2 years ago
- CoSENT、STS、SentenceBERT☆170Feb 11, 2025Updated last year
- [EMNLP 2022] Differentiable Data Augmentation for Contrastive Sentence Representation Learning. https://arxiv.org/abs/2210.16536☆40Nov 1, 2022Updated 3 years ago
- ☆13Aug 13, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆105May 30, 2023Updated 3 years ago
- Source code for SIGIR 2022 paper.☆16Apr 25, 2022Updated 4 years ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,652Oct 16, 2024Updated last year
- FinCUGE Instruction dataset☆16Apr 29, 2023Updated 3 years ago
- Code of ACL 2022 paper Debiased Contrastive Learning of Unsupervised Sentence Representations☆32Mar 16, 2022Updated 4 years ago
- ☆35Dec 14, 2023Updated 2 years ago
- ☆14Jan 10, 2024Updated 2 years ago
- Code for the ACL 2022 paper "Contextual Representation Learning beyond Masked Language Modeling"☆33Oct 23, 2022Updated 3 years ago
- Experimental code for the paper 'Finding Convincing Arguments Using Scalable Bayesian Preference Learning'☆13Dec 8, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The demo for "Discretization and Re-synthesis: an alternative method to solve the Cocktail Party Problem".☆12Oct 25, 2021Updated 4 years ago
- Code for the ACL 2022 (Long paper): "New Intent Discovery with Pre-training and Contrastive Learning".☆14Jul 18, 2022Updated 4 years ago
- code for promptCSE, emnlp 2022☆11Apr 10, 2023Updated 3 years ago
- SimCSE在中文任务上的简单实验☆604Aug 7, 2023Updated 3 years ago
- 本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料,该资料目前包含 自然语言处理各领域的 面试题积累。☆15Mar 9, 2021Updated 5 years ago
- music semantic understanding evaluation benchmark☆24Aug 12, 2023Updated 3 years ago
- Finetune Bloom big language model with Lora method☆32Jun 9, 2023Updated 3 years ago
- Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer☆540Dec 10, 2021Updated 4 years ago
- Code for the ICML 2021 paper "Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer"☆12Aug 17, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆18Feb 24, 2022Updated 4 years ago
- Pytorch version of BERT-whitening☆308Oct 9, 2021Updated 4 years ago
- Official Repository for CLRCMD (Appear in ACL2022)☆42Feb 21, 2023Updated 3 years ago
- [NeurIPS 2022] Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings☆21Jan 30, 2023Updated 3 years ago
- Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations☆133Jul 2, 2026Updated 2 months ago
- Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"☆168Sep 16, 2022Updated 4 years ago
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆21Jul 31, 2023Updated 3 years ago