Zixin-Zhang's Stars
HaotianMXu/Multimodal-CNNs
Implementation of the ACM-BCB 2016 paper Text Classification with Topic-based Word Embedding and Convolutional Neural Networks
cimsweb/mlPLSI
Multi-label text classification with Probabilistic Topic Model ml-PLSI
divyansha1115/Text-classification-using-LDA-and-GCN
Constructed a structured heterogeneous text corpus graph to transform text classification problem into a node classification problem. Created semantic rich features by using Text GCN and topic modeling based approach-LDA which are then fed into a novel classification model.
eshza/MultiClass-text-classification
Training 4 classification models using TF-IDF, Keyword Extraction and entity linking to classify clinical notes into 5 medical specialties
IsakZhang/ABSA-QUAD
yhcc/BARTABSA
ruidan/Aspect-level-sentiment
Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"
iflytek/cino
CINO: Pre-trained Language Models for Chinese Minority (少数民族语言预训练模型)
yongzhuo/Keras-TextClassification
中文长文本分类、短句子分类、多标签分类、两句子相似度(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastText,TextCNN,CharCNN,TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
649453932/Bert-Chinese-Text-Classification-Pytorch
使用Bert,ERNIE,进行中文文本分类
davidsbatista/BREDS
"Bootstrapping Relationship Extractors with Distributional Semantics" (Batista et al., 2015) in EMNLP'15 - Python implementation
thunlp/Neural-Snowball
Code and dataset of AAAI2020 Paper Neural Snowball for Few-Shot Relation Learning
davidsbatista/Snowball
Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)
peterwestuw/BottleSum
UKPLab/MMT-Retrieval
UKPLab/emnlp2019-summary-reward
A reference-free metric for measuring summary quality, learned from human ratings.
summanlp/textrank
TextRank implementation for Python 3.
aChrisChen/DocumentSummarization
A Class of Submodular Functions for Document Summarization
Multimodal-NER/RpBERT
RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER
caoy1996/CL-NMT
OpenNMT/OpenNMT-py
Open Source Neural Machine Translation and (Large) Language Models in PyTorch
salesforce/nonauto-nmt
PyTorch Implementation of "Non-Autoregressive Neural Machine Translation"
lemmonation/jm-nat
Code for ACL2020 "Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation"
NLP2CT/Meta-Curriculum
Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation (AAAI 2021)
ranqiu92/ReorderNAT
DLLXW/MultiClassify_LSTM_ForChinese
本项目主要是利用LSTM来对中文文本进行情感分类,包含四个类别(愤怒,焦虑,抑郁,伤感)
CodeAsPoetry/PublicOpinion
與情分析系统,包括爬虫、数据清洗、文本摘要、主题分类、情感倾向性识别以及分析结果数据可视化
jcsyl/news-analyst
对舆情事件进行词云展示,对评论进行情感分析和观点抽取。情感分析基于lstm 的三分类,观点抽取基于AP 算法的聚类和MMR的抽取
Trisha1208/Sentiment-Analysis-for-Covid-19-Vaccine-related-tweets
sloria/TextBlob
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.