aspect-extraction | Topic | Ecosyste.ms: Repos

Topic: "aspect-extraction"

declare-lab/awesome-sentiment-analysis

Reading list for Awesome Sentiment Analysis papers

Size: 3.47 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 528 - Forks: 95

ruidan/Unsupervised-Aspect-Extraction

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

Language: Python - Size: 6.48 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 327 - Forks: 119

soujanyaporia/aspect-extraction

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

Language: Python - Size: 319 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 158 - Forks: 38

yafangy/Review_aspect_extraction

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

Language: Python - Size: 31.6 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 97 - Forks: 27

madrugado/Attention-Based-Aspect-Extraction

Code for unsupervised aspect extraction, using Keras and its Backends

Language: Python - Size: 126 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 91 - Forks: 22

alexeyev/abae-pytorch

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

Language: Python - Size: 35.2 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 66 - Forks: 12

wayfair-incubator/extra-model

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

Language: HTML - Size: 80.6 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 53 - Forks: 11

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 Mining.

Language: Python - Size: 3.6 MB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 45 - Forks: 3

mlp9/Aspect-based-opinion-mining-NLP-with-Python-

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 analysis and named entity extraction (NER). ABOM is thus a combination of aspect extraction and opinion mining. While opinions about entities are useful, opinions about aspects of those entities are more granular and insightful.

Language: Jupyter Notebook - Size: 2.11 MB - Last synced at: 7 days ago - Pushed at: over 4 years ago - Stars: 23 - Forks: 7

zhangsiqi951016/Awesome-Sentiment-Analysis-Papers

情感分析书籍、论文、实现、框架

Size: 7.81 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 1

supunab/aspect-extraction

Several aspect extraction methods tried

Language: Jupyter Notebook - Size: 3.26 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 8 - Forks: 2

rktamplayo/MicroASM

[ICDM2017] Aspect Sentiment Model for Micro Reviews

Language: Java - Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 8 - Forks: 4

navreeetkaur/aspect-based-sentiment-analysis Fork of howardhsu/DE-CNN

Course Project | COL772 (NLP) @ IIT Delhi

Language: Jupyter Notebook - Size: 54.7 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 7 - Forks: 2

jiangqn/aspect_extraction

Auto labeling-tool implemented with PyTorch for aspect-based sentiment analysis.

Language: Brainfuck - Size: 45 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 4

iis-research-team/terminator

Tool for Information extraction from Russian texts

Language: Python - Size: 363 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

tianyiwangnova/2021_project__ReviewMiner

a PyPI package for analyzing customer reviews using aspect-based opinions mining and sentiment analysis

Language: Python - Size: 14.4 MB - Last synced at: 9 days ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1

AliHaiderAhmad001/Stacked-Embeddings-and-Ensemble-Model-based-Sequence-Labeling-for-Aspect-Extraction

Graduation project for a bachelor's degree in informatics engineering (Artificial Intelligence specialization).

Language: Python - Size: 61.9 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

PeterCaine/VU_Thesis_Aspect_Extraction_Category_Detection

Code for my VU - text mining master's thesis comparing contrasting approaches to Aspect Extraction and Aspect Category Detection as defined in SemEval 2014 - Task 4

Language: Jupyter Notebook - Size: 4.05 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2

howardhsu/ABSA-on-Complementary-Entity-for-QA-and-Review

Complementary Entity Recognition

Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 1

Amsterdam-Internships/Venue-Accessibility-Google-Reviews

NLP pipeline for extracting insights related to venue accessibility in Amsterdam.

Language: Python - Size: 72.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

Sentylic/social-media-analytics-platform

A comprehensive social media analytics platform developed mainly for the tourism domain.

Language: HTML - Size: 9.38 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 2

Abhishekmamidi123/ABSA-Codemix

Research - The aim of this project is to find the aspect from a given code-mix sentence. The traditional sequence tagging methods are compared with Deep learning methods. The concept of Question and Answering model is used to achieve this task.

Language: Lex - Size: 42.4 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 3

NuzulFirdaly/Greenr

Sustainable alternative to e-commerce

Language: CSS - Size: 41 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

spongepad/multi-aspect-summary

Korean product review aspect based summarization

Language: Python - Size: 76.4 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

DeepthiSudharsan/Aspect-Extraction-of-Financial-Microblogs

(Semester 3) Python for Machine Learning - End Semester Project

Language: Jupyter Notebook - Size: 3.95 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

jklimek/marketer

Feature extractor for English reviews

Language: Python - Size: 31.3 KB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

bballamudi/E2E-TBSA Fork of lixin4ever/E2E-TBSA

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)

Size: 2.17 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0