ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

StereoSet: Measuring stereotypical bias in pretrained language models

BLUE benchmark consists of five different biomedicine text-mining tasks with ten corpora.

Handwriting Synthesis with RNNs ✏️

WaveRNN Vocoder + TTS

Medical Question Answering Dataset of 47,457 QA pairs created from 12 NIH websites

Library for fast text representation and classification.

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Large medical text dataset curated for abbreviation disambiguation, designed for natural language understanding pre-training in the medical domain

Large-scale pretraining for dialogue

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

[ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624

A library for parameter-efficient and composable transfer learning for NLP with sparse fine-tunings.

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

📺 Discover the latest machine learning / AI courses on YouTube.

Master list of curated resources on NLP and LLMs

NLP Projects playlist

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

A Python multilingual toolkit for Sentiment Analysis and Social NLP tasks

🦙 Integrating LLMs into structured NLP pipelines