40 results found Sort:

bentrevett
pytorch-sentiment-analysis bentrevett
1.2k
4.3k
mit
83
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
cnn nlp rnn bert lstm pytorch fasttext tutorial torchtext pytorch-nlp transformers word-embeddings pytorch-tutorial pytorch-tutorials sentiment-analysis cnn-text-classification lstm-sentiment-analysis sentiment-classification recurrent-neural-networks natural-language-processing
Created 2017-12-13
128 commits to main branch, last one 4 months ago
songyouwei
ABSA-PyTorch songyouwei
517
2.0k
mit
34
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
nlp bert attention sentiment-analysis sentiment-classification natural-language-processing aspect-based-sentiment-analysis
Created 2018-05-09
87 commits to master branch, last one 2 years ago
baidu
Senta baidu
367
1.8k
apache-2.0
60
Baidu's open-source Sentiment Analysis System.
paddlepaddle sentiment-analysis aspect-level-sentiment sentiment-classification opinion-target-extraction natural-language-processing
Created 2018-07-02
34 commits to master branch, last one 3 years ago
abdulfatir
twitter-sentiment-analysis abdulfatir
593
1.5k
mit
48
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
cnn lstm keras python deeplearning machine-learning sentiment-analysis sentiment-classification
Created 2017-10-08
31 commits to master branch, last one about a year ago
lyeoni
nlp-tutorial lyeoni
264
1.4k
mit
49
A list of NLP(Natural Language Processing) tutorials
nlp nlp-tutorial text-classification sentiment-classification neural-machine-translation natural-language-processing
Created 2018-10-29
237 commits to master branch, last one 4 years ago
prakashpandey9
Text-Classification-Pytorch prakashpandey9
237
801
mit
21
Text classification using deep learning models in Pytorch
glove pytorch rnn-model lstm-model self-attention attention-model text-classification sentiment-classification
Created 2018-06-21
22 commits to master branch, last one 5 years ago
jsksxs360
How-to-use-Transformers jsksxs360
103
732
apache-2.0
8
Transformers 库快速入门教程
qa ner nlp bert prompt pytorch transformer translation transformers summarization classification sentiment-classification natural-language-processing
Created 2022-09-19
35 commits to main branch, last one 3 months ago
laugustyniak
awesome-sentiment-analysis laugustyniak
108
525
unknown
35
Repository with all what is necessary for sentiment analysis and related areas
nlp lexicon text-mining text-analysis opinion-mining sentiment-analysis sentiment-lexcions sentiment-polarity nlp-machine-learning sentiment-classifier sentiment-classification
Created 2017-03-06
46 commits to master branch, last one about a year ago
uzaymacar
attention-mechanisms uzaymacar
84
336
mit
11
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
keras tensorflow keras-layer many-to-one many-to-many language-model text-generation attention-mechanism machine-translation sentiment-classification recurrent-neural-networks natural-language-processing sequence-to-sequence-models natural-language-understanding
Created 2019-06-19
53 commits to master branch, last one 2 years ago
soujanyaporia
multimodal-sentiment-analysis soujanyaporia
74
313
mit
7
Attention-based multimodal fusion for sentiment analysis
lstm attention tensorflow multimodality dialogue-systems sentiment-analysis attention-mechanism conversational-agents sentiment-classification natural-language-processing
Created 2018-07-06
69 commits to master branch, last one 2 years ago
csebuetnlp
banglabert csebuetnlp
31
229
unknown
8
This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining an...
bert mbert bangla-nlp banglabert bengali-nlp xlm-roberta bert-fine-tuning textual-entailment multilingual-models emotion-classification document-classification named-entity-recognition sentiment-classification bangla-language-processing natural-language-inference bengali-language-processing bangla-natural-language-processing bengali-natural-language-processing
Created 2021-09-06
25 commits to master branch, last one about a year ago
tlkh
text-emotion-classification tlkh
80
199
unknown
14
Archived - not answering issues
nlp keras deep-neural-networks sentiment-classification
Created 2018-01-30
57 commits to master branch, last one 3 years ago
Anwarvic
Dan-Jurafsky--Chris-Manning--NLP Anwarvic
55
157
unknown
9
My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
cky ner nlp parser parsing cky-parser autocorrector cky-algorithm autocorrection text-processing question-answering regular-expression sentiment-analysis regular-expressions text-classification nlp-machine-learning information-retrieval information-extraction named-entity-recognition sentiment-classification
Created 2017-12-14
27 commits to master branch, last one about a year ago
umitkaanusta
TIA umitkaanusta
22
146
agpl-3.0
7
Your Advanced Twitter stalking tool
nlp osint twint twitter twitter-api social-media text-classifier machine-learning sentiment-analysis social-media-mining text-classification social-media-analysis sentiment-classification
Created 2020-06-25
36 commits to master branch, last one about a year ago
fhamborg
NewsMTSC fhamborg
20
133
other
7
Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.
tsc cuda dataset pytorch deep-learning news-articles sentiment-analysis text-classification sentiment-classification
Created 2021-04-08
142 commits to main branch, last one 5 months ago
hellonlp
sentiment_analysis_dict hellonlp
38
128
unknown
2
sentiment analysis、情感分析、文本分类、基于字典、python、classification
dictionary sentiment-analysis sentiment-classification
Created 2020-07-02
16 commits to master branch, last one 3 years ago
1429904852
Aspect-Based-Sentiment-Analysis 1429904852
21
122
apache-2.0
9
A paper list for aspect based sentiment analysis.
nlp absa sentiment-analysis sentiment-classification natural-language-processing aspect-based-sentiment-analysis multi-aspect-sentiment-analysis
Created 2019-10-30
45 commits to master branch, last one about a year ago
cmasch
cnn-text-classification cmasch
37
116
unknown
4
Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0
cnn nlp imdb keras tensorflow imdb-dataset yelp-dataset deep-learning text-classification binary-classification sentiment-classification multiclass-classification convolutional-neural-networks
Created 2018-02-03
17 commits to master branch, last one 2 years ago
rizalespe
Dataset-Sentimen-Analisis-Bahasa-Indonesia rizalespe
93
103
unknown
3
Repositori ini merupakan kumpulan dataset terkait analisis sentimen Berbahasa Indonesia. Apabila Anda menggunakan dataset-dataset yang ada pada repositori ini untuk penelitian, maka cantumkanlah/kutip...
nlp datasets bahasa-indonesia sentiment-analysis indonesian-language sentiment-classification
Created 2019-12-30
59 commits to master branch, last one 4 years ago
RubixML
Sentiment RubixML
13
101
mit
6
An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
php imdb php-ml tf-idf dataset tutorial deep-learning neural-network text-sentiment backpropagation example-project gradient-descent machine-learning sentiment-analysis text-classification php-machine-learning multi-layer-perceptron sentiment-classification machine-learning-tutorial natural-language-processing
Created 2018-12-09
57 commits to master branch, last one about a year ago
dwallach1
StockerBot dwallach1
27
91
unknown
10
Twitter Bot to follow financial trends in publicly traded companies
bots twitter-api financial-data financial-analysis sentiment-classification
Created 2018-07-17
41 commits to master branch, last one 5 years ago
kevinschaich
billboard kevinschaich
50
81
mit
7
🎤 Lyrics/associated NLP data for Billboard's Top 100, 1950-2015.
d3 nlp d3js html nltk lyrics billboard sentiment javascript nlp-parsing nltk-python billboard100 visualization billboard-charts d3-visualization billboards-hot-100 data-visualization sentiment-analysis sentiment-classification data-visualization-project
Created 2016-04-23
104 commits to master branch, last one about a month ago
thu-coai
SentiLARE thu-coai
12
79
unknown
8
Codes for our paper "SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge" (EMNLP 2020)
bert pytorch part-of-speech pretrained-models sentiment-analysis sentiment-polarity linguistic-features sentiment-classification
Created 2020-04-08
20 commits to master branch, last one 3 years ago
SoulDGXu
Sentiment-Analysis-Chinese-pytorch SoulDGXu
9
78
unknown
3
中文的情感分析任务：基于Bi-LSTM+Attention模型，对2万条中文影评数据进行情感分类。Chinese sentiment analysis task: Based on the Bi-LSTM+Attention model, sentiment classification is performed on 20,000 Chinese film review data.
nlp lstm sentiment-analysis sentiment-classification
Created 2022-03-02
2 commits to master branch, last one 2 years ago
DavionWu2018
Sentiment_dictionary DavionWu2018
10
78
unknown
1
[数据+代码] 经典的中文情感词典、情感分析停用词、程度副词、否定词表+中文金融情感词典（包括上市公司文本_正式和股吧社媒文本_非正式）...
jupyter python3 chinese-dictionary sentiment-classification
Created 2022-07-03
7 commits to main branch, last one about a year ago
shibing624
pysenti shibing624
9
77
apache-2.0
4
Chinese Sentiment Classification Tool. 情感极性分类，基于知网、清华、BosonNLP情感词典，易扩展，基准方法，开箱即用。
nlp sentiment-classification
Created 2019-09-20
39 commits to master branch, last one 9 months ago
monologg
transformers-android-demo monologg
17
76
apache-2.0
3
📲 Transformers android examples (Tensorflow Lite & Pytorch Mobile)
nlp tflite android pytorch tensorflow transformers pytorch-mobile tensorflow-lite sentiment-classification
Created 2020-05-23
7 commits to master branch, last one 3 years ago
monologg
KoBERT-nsmc monologg
20
76
apache-2.0
4
Naver movie review sentiment classification with KoBERT
bert nsmc kobert distilkobert movie-reviews sentiment-classification
Created 2019-12-21
26 commits to master branch, last one 4 years ago
ruanchaves
hashformers ruanchaves
4
63
mit
6
Hashformers is a framework for hashtag segmentation with Transformers and Large Language Models (LLMs).
nlp bert llms paper twitter transformer segmentation transformers deep-learning tweet-analysis hashtag-segmentor transformers-gpt2 word-segmentation sentiment-analysis sentiment-polarity large-language-models tweets-classification sentiment-classification twitter-sentiment-analysis natural-language-processing
Created 2020-05-21
507 commits to master branch, last one 12 months ago
oliverguhr
german-sentiment oliverguhr
11
61
mit
3
A data set and model for german sentiment classification.
fasttext bert-model transformer deep-learning german-language machine-learning sentiment-analysis sentiment-classification
Created 2019-12-02
23 commits to master branch, last one about a year ago