Paper List for Contrastive Learning for Natural Language Processing
$ git clone https://github.com/ryanzhumich/Contrastive-Learning-NLP-Papers.git▲ +1 ★ this week
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning
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[NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.
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🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
▲ +206 ★ this week
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
▲ +18 ★ this week
💫 Industrial-strength Natural Language Processing (NLP) in Python
Data from GitHub · snapshot Nov 13, 2026