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absa-pytorch

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

adapters_fusin

adversarial-training-for-weakly-supervised-event-detection

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

asgcn

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

chinese-event-extraction

deep_learning_centralesupelec

Classification of Triangles, Disk and Rectangles

fast_text_gcn

FastGCN for inductive text classification

fingpt

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

gcn-text-classification

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

gklda

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

kge-lda

Knowledge Graph Embedding LDA. AAAI 2017

knowledge-graph

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

knowledgegraphofa-sharecompanys

金融知识图谱构建

lftm

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

lrp_for_lstm

Layer-wise Relevance Propagation (LRP) for LSTMs

nlp_assignment-ner-bi-lstm-crf

ppgcn

pytorch-pretrained-bert

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

spotlight-docker

Docker containers for DBpedia Spotlight

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

topic-modeling-in-event-driven-stock-price-prediction

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

twitter-sentiment-analysis

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

visualizing-and-understanding-neural-models-in-nlp