🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Code for the paper "Language Models are Unsupervised Multitask Learners"

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Open source code for AlphaFold 2.

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

On the Variance of the Adaptive Learning Rate and Beyond

Minimal, clean example of lstm neural network training in python, for learning purposes.

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式

Source code of K-BERT (AAAI2020)

A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.

This toolkit was designed for the fast and efficient development of modern machine comprehension models, including both published models and original prototypes.

Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)

Recognition to Cognition Networks (code for the model in "From Recognition to Cognition: Visual Commonsense Reasoning", CVPR 2019)

Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"

Bridging deep learning and logical reasoning using a differentiable satisfiability solver.

[EMNLP 2019 Workshop] Exploiting BERT for End-to-End Aspect-based Sentiment Analysis

The code of ACL 2020 paper "You Impress Me: Dialogue Generation via Mutual Persona Perception"

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

Semantics-aware BERT for Language Understanding (AAAI 2020)

Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)

"Few-shot Text Classification with Distributional Signatures" ICLR 2020

MonoGRNet: A Geometric Reasoning Network for Monocular 3D Object Detection and Localization | KITTI

Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)