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Repo | Language | Stars | Description | Updated At |
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Python | 245 | Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings" | Apr 01, 2023 | |
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Python | 41 | SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples | Jun 15, 2022 | |
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Python | 80 | Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021] | Sep 02, 2022 | |
Python | 10 | The source code of paper "HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction" in … | Dec 21, 2022 | |
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None | 36 | Code release of paper Debiased Self-Training for Semi-Supervised Learning (NeurIPS 2022 Oral) | Apr 17, 2023 | |
Python | 3 | Code and dataset for our paper "On The Inadequacy of Optimizing Alignment and Uniformity in … | May 17, 2023 | |
Python | 14 | Code for the paper "Multitasking Framework for Unsupervised Simple Definition Generation" on ACL 2022. | Mar 02, 2023 | |
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Python | 33 | Code for CVPR 2022 paper “Class-Aware Contrastive Semi-Supervised Learning” | Aug 03, 2022 | |
Jupyter Notebook | 3 | Implementation of the Paper "Unsupervised Learning of Group Invariant and Equivariant Representations" presented at NeurIPS … | Feb 09, 2023 | |
Python | 4 | ACL 2022 findings short paper source code | Mar 09, 2023 | |
Python | 17 | Code for ACL 2022 main conference paper "Neural Machine Translation with Phrase-Level Universal Visual Representations". | Apr 09, 2023 | |
None | 2 | [NeurIPS 2022] Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations | Jan 23, 2024 | |
Python | 10 | Temporal Alignment Representations with Contrastive Learning | Mar 25, 2023 | |
Python | 2 | Official PyTorch code for the CVPR 2022 paper - Consistent Explanations by Contrastive Learning | Apr 18, 2022 | |
Python | 3 | Code for the paper "Robustness Verification for Contrastive Learning" (ICML 2022 Long Presentation) | Oct 19, 2022 | |
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Python | 41 | source code for paper: WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach. | Aug 28, 2022 | |
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MATLAB | 273 | Torch code for our CVPR 2016 paper "Joint Unsupervised LEarning of Deep Representations and Image … | Aug 10, 2022 | |
C++ | 18 | Caffe version of code for our paper "Joint unsupervised learning of deep representations and image … | Sep 10, 2021 | |
Python | 25 | Code for the paper "Do Sentence Interactions Matter ? Leveraging Sentence Level Representations for Fake … | Mar 26, 2023 | |
Python | 28 | EMNLP 2022: Differentiable Data Augmentation for Contrastive Sentence Representation Learning. https://arxiv.org/abs/2210.16536 | Apr 06, 2023 | |
Python | 73 | Code for ACL 2022 paper "BERT Learns to Teach: Knowledge Distillation with Meta Learning". | May 24, 2023 | |
Python | 2 | Code for paper "RuSimScore: unsupervised scoring function for Russian sentence simplification quality" | Nov 27, 2021 | |
Python | 2 | Source code for the paper Unsupervised Summarization Re-ranking (ACL Findings 2023) | Sep 06, 2023 | |
Python | 4 | Reimplementing the 2016 paper "Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles". | Jul 28, 2021 | |
Python | 60 | Source code for ACL 2021 paper "CLEVE: Contrastive Pre-training for Event Extraction" | Jul 10, 2022 | |
Python | 314 | The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do … | Aug 11, 2022 | |
Python | 20 | Difference-based Contrastive Learning for Korean Sentence Embeddings | Mar 27, 2023 | |
Python | 2 | Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning | Jan 26, 2023 | |
Python | 139 | Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning | Aug 20, 2022 | |
Python | 12 | This is the official implementation of the paper: "Contrastive Learning of Sentence Embeddings from Scratch" | Jun 23, 2023 | |
Python | 2 | Companion Code for TKDD 2022 Journal Paper: "Supervised Contrastive Learning for Interpretable Long-Form Document Matching" | Dec 06, 2022 | |
None | 2 | CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning | Mar 01, 2021 | |
Python | 516 | CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning | May 30, 2023 |