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acl-anthology-network

Post-processing for "ACL Anthology Network" corpus (aanrelease2013)

attention-text-classification

Text classification based on attention model (transformer).

bert

TensorFlow code and pre-trained models for BERT

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private server services

bert-chinese-classification-task

bert中文分类实践

bert-classification-tutorial

bert-multi-gpu

Feel free to fine tune large BERT models with Multi-GPU and FP16 support.

bert-ner

Use google BERT to do CoNLL-2003 NER !

bert-utils

一行代码使用BERT生成句向量，BERT做文本分类、文本相似度计算

citerank

Calculates PageRank over citation data

contextual-utterance-level-multimodal-sentiment-analysis

Context-Dependent Sentiment Analysis in User-Generated Videos

conv-emotion

This repo contains implementation of different architectures for emotion recognition in conversations

disambiguation

emnlp2017-bilstm-cnn-crf

BiLSTM-CNN-CRF architecture for sequence tagging

ernie

LAnguage Representations Kit (ERNIE/BERT/ELMo etc.)

euler

A distributed graph deep learning framework.

gatne

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

gcn

Implementation of Graph Convolutional Networks in TensorFlow

graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

harvey-twitter-analysis

Python/NLP/Emotional Analysis/Classification

higrus

Hierarchical GRU for Utterance-level Emotion Recognition

lombok-intellij-plugin

Lombok Plugin for IntelliJ IDEA

metapath2vec

metapath2vec: Scalable Representation Learning for Heterogeneous Networks(KDD 2017) in Tensorflow

metapath2vec-1

A fast tensorflow implementation of Metapath2vec.

metapath2vec-2

mldemo

This repo is all the machine learning related project codes and their corresponding blog posts at the graduate level.

pathsim-gnetmine

Similarity search and classification algorithms for heterogeneous information network

phonetic-recognition

语音识别 MFCCs特征处理 cnn神经网络

picture_text_classifier-bilstm-textcnn-

Combine image and text data for text classification

ppagerank-pathsim

This is a data mining project, in which Personalized PageRank and PathSim are implemented and are evaluated on a 4-areas DBLP dataset.