Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.

Docker containers for DBpedia Spotlight

Text Classification using Graph Convolutional Neural Networks and Natural Language Processing Techniques

Layer-wise Relevance Propagation (LRP) for LSTMs

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

Graph Convolutional Networks for Text Classification. AAAI 2019

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"

FastGCN for inductive text classification

A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

Use NLP (Natural Language Processing) to predict stock price movement on financial news subreddits.

Source code and dataset for NAACL 2019 paper "Adversarial Training for Weakly Supervised Event Detection".

金融知识图谱构建

Knowledge Graph Embedding LDA. AAAI 2017

Creates knowledge graph from information processed by "Entity Extraction and Linking" module, and "Emotion Recognition from Text" module

Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)

Code for the CIKM 2013 paper "Discovering Coherent Topics Using General Knowledge"