Fangyu Liu on X: Want to bootstrap your sentence similarity model
Por um escritor misterioso
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Fangyu Liu on X: So you have all heard of how contrastive learning can bootstrap sentence embeddings to be as good as supervised sentence-bert. We discovered so too, and we also found
![Fangyu Liu on X: Want to bootstrap your sentence similarity model](https://neurips.cc/media/PosterPDFs/NeurIPS%202023/73464-thumb.png?t=1701962720.2042656)
NeurIPS 2023 Spotlight Posters
![Fangyu Liu on X: Want to bootstrap your sentence similarity model](https://pbs.twimg.com/profile_images/1246527275018969093/U4eq_0nA_400x400.jpg)
Héctor Climente (@hclimente) / X
![Fangyu Liu on X: Want to bootstrap your sentence similarity model](https://pbs.twimg.com/profile_images/1383073506779365381/Dei0KFL5_400x400.jpg)
Fangyu Liu on X: Want to bootstrap your sentence similarity model for free? Check out our #ICLR2022 paper Trans-Encoder – jointly learning dual- and cross-encoders through self-distillation, achieving a new SotA on
![Fangyu Liu on X: Want to bootstrap your sentence similarity model](https://neurips.cc/media/PosterPDFs/NeurIPS%202023/71697-thumb.png?t=1701754095.7610903)
NeurIPS 2023 Spotlight Posters
![Fangyu Liu on X: Want to bootstrap your sentence similarity model](https://dl.acm.org/cms/asset/7b5b1251-72fd-4288-8a02-c2b88bab04f4/csur-2021-0695-f01.jpg)
Pre-trained Language Models in Biomedical Domain: A Systematic Survey
![Fangyu Liu on X: Want to bootstrap your sentence similarity model](https://dl.acm.org/cms/asset/0c8065d8-10db-42fe-b118-66861b10f8cb/csur-2021-0695-f04.jpg)
Pre-trained Language Models in Biomedical Domain: A Systematic Survey
![Fangyu Liu on X: Want to bootstrap your sentence similarity model](https://www.researchgate.net/publication/364194692/figure/fig1/AS:11431281088312890@1665028001364/Negative-pairs-in-different-datasets-are-mined-differently-in-different-datasets-and-can_Q320.jpg)
PDF) GAPX: Generalized Autoregressive Paraphrase-Identification X
![Fangyu Liu on X: Want to bootstrap your sentence similarity model](https://www.researchgate.net/publication/364524359/figure/fig2/AS:11431281091174470@1666326923110/Overall-structure-of-Layer-agnostic-Contrastive-Learning-LaCL-The-global-compression_Q320.jpg)
PDF) Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble
![Fangyu Liu on X: Want to bootstrap your sentence similarity model](https://www.researchgate.net/publication/358919143/figure/fig1/AS:1128688162738176@1646111636257/InfoCSE-Firstly-the-representation-model-is-trained-by-InfoCSE-based-on-the-unlabeled_Q320.jpg)
PDF) A Mutually Reinforced Framework for Pretrained Sentence Embeddings
![Fangyu Liu on X: Want to bootstrap your sentence similarity model](https://neurips.cc/media/PosterPDFs/NeurIPS%202023/73031-thumb.png?t=1701986492.081954)
NeurIPS 2023 Spotlight Posters
![Fangyu Liu on X: Want to bootstrap your sentence similarity model](https://www.researchgate.net/publication/359574188/figure/tbl2/AS:1152598614781952@1651812332255/Overall-F1-score-averaged-from-2010-20-for-Uniform-and-Temporal-models-for-different_Q320.jpg)
PDF) Time-Aware Language Models as Temporal Knowledge Bases
![Fangyu Liu on X: Want to bootstrap your sentence similarity model](https://icml.cc/media/PosterPDFs/ICML%202022/e6c2dc3dee4a51dcec3a876aa2339a78-thumb.png?t=1658250719.0869405)
ICML 2022 Spotlights
![Fangyu Liu on X: Want to bootstrap your sentence similarity model](https://www.researchgate.net/publication/365014450/figure/fig2/AS:11431281094259635@1667445282532/tSNE-plots-of-20-sentence-representations-on-XNLI-15-way-parallel-corpus-We-take-eight_Q320.jpg)
PDF) Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model
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