aspect-extraction topic

Reading list for Awesome Sentiment Analysis papers

declare-lab

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

soujanyaporia

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

ruidan

CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging

yafangy

Code for unsupervised aspect extraction, using Keras and its Backends

madrugado

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

alexeyev

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

wayfair-incubator

Aspect-Based Opinion Mining involves extracting aspects or features of an entity and figuring out opinions about those aspects. It's a method of text classification that has evolved from sentiment ana...

mlp9

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...

JiachengLi1995