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Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

Sapbert ⭐ 117

[NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.

Dual Contrastive Learning ⭐ 95

Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"

Re Context Or Names ⭐ 88

Bert-based models(BERT, MTB, CP) for relation extraction.

TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning (NAACL 2022)

Mirror Bert ⭐ 56

[EMNLP 2021] Mirror-BERT: Converting Pretrained Language Models to universal text encoders without labels.

[EMNLP 2022] This is the code repo for our EMNLP‘22 paper "COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning".

A Keras-based and TensorFlow-backend NLP Models Toolkit.

Mirrorwic ⭐ 5

[CoNLL 2021] MirrorWiC: On Eliciting Word-in-Context Representationsfrom Pretrained Language Models

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