搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。

links to conference publications in graph-based deep learning

Acceptance rates for the major AI conferences

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

key Deep Learning engineering tricks in recsys

A tutorial on the most important features and idioms of Scala that you need to use Spark's Scala APIs.

a sklearn wrapper for Google's BERT model

How to use ELMo embeddings in Keras with Tensorflow Hub

A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)

CCF-BDCI 2018年汽车行业用户观点主题及情感识别挑战赛 第6名解决方案

瑞金医院MMC人工智能辅助构建知识图谱大赛初赛

Multi-class classification with focal loss for imbalanced datasets

TensorFlow implementation of word2vec applied on https://www.kaggle.com/tamber/steam-video-games dataset, using both CBOW and Skip-gram.

🔖 An Attention Layer in Keras

Tree Structured LSTM model for sentence level aspect based sentiment analysis

Training word embeddings using hierarchical softmax with a semantic tree.