Search Results - RepositoryStats

96

516

unknown

22

Reading list for Awesome Sentiment Analysis papers

opinion-mining emotion-analysis aspect-extraction emotion-detection sentiment-analysis emotion-recognition subjectivity-analysis aspect-based-sentiment-analysis

Created 2020-04-18

54 commits to master branch, last one 3 years ago

Unsupervised-Aspect-Extraction ruidan

118

332

apache-2.0

13

Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"

topic-modeling aspect-extraction

Created 2017-12-18

14 commits to master branch, last one 4 years ago

aspect-extraction soujanyaporia

39

158

apache-2.0

8

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

cnn cnn-crf bilstm-crf tensorflow semeval2014 semeval2016 aspect-extraction sequence-labeling sentiment-analysis aspect-based-sentiment-analysis

Created 2018-07-28

12 commits to master branch, last one 3 years ago

Attention-Based-Aspect-Extraction madrugado

22

92

apache-2.0

8

Code for unsupervised aspect extraction, using Keras and its Backends

keras deep-learning topic-modeling aspect-extraction unsupervised-learning

Created 2019-02-26

64 commits to master branch, last one 4 years ago

abae-pytorch alexeyev

12

66

mit

3

PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'

nlp pytorch autoencoder topic-modeling aspect-extraction pytorch-implementation unsupervised-machine-learning

Created 2019-06-21

34 commits to master branch, last one 2 years ago

extra-model wayfair-incubator

12

51

mit

5

Code to run the ExtRA algorithm for unsupervised topic/aspect extraction on English texts.

nlp python python3 nlp-library python-library aspect-extraction nlp-keywords-extraction machine-learning-algorithms aspect-based-sentiment-analysis

Created 2021-01-20

1,522 commits to main branch, last one 3 days ago

UCTopic JiachengLi1995

3

42

mit

2

An easy-to-use tool for phrase encoding and topic mining (unsupervised aspect extraction); Code base for ACL 2022 paper, UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic...

topic-modeling aspect-extraction phrase-embeddings contrastive-learning

Created 2021-06-04

37 commits to main branch, last one about a year ago