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GitHub topics: aspect-based-sentiment-analysis

aybarskerem/WebScraper

This repo contains Various WebScrapers for different sites and process the retrieved data (reviews) using different NLP techniques such as aspect-based sentiment analysis, polarity sentiment analysis etc.

Language: Python - Size: 38.8 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

alexkhrustalev/Unsupervised-and-supervised-approaches-to-aspect-based-sentiment-analysis-in-German

Language: Jupyter Notebook - Size: 177 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

NUSTM/ACOS

The datasets and code of ACL 2021 paper "Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions".

Language: Python - Size: 3.11 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 175 - Forks: 25

Bouaskaoun/Aspect-Based-Sentiment-Analysis-of-Marrakesh-hotel-reviews

This repository contains the code and resources for sentiment analysis and aspect-based sentiment analysis of hotel reviews in Marrakesh.

Language: Jupyter Notebook - Size: 75 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

l294265421/ACSA

Papers, models and datasets for Aspect-Category Sentiment Analysis.

Language: Python - Size: 71.5 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 64 - Forks: 13

siat-nlp/MAMS-for-ABSA

A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.

Language: Python - Size: 914 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 236 - Forks: 62

mirfani340/aspect-bassed-sentiment-analysis

Language: Jupyter Notebook - Size: 13.6 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

yardstick17/AspectBasedSentimentAnalysis

Aspect Based Sentiment Analysis is a special type of sentiment analysis. In an explicit aspect, opinion is expressed on a target(opinion target), this aspect-polarity extraction is known as ABSA.

Language: Python - Size: 4.38 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 71 - Forks: 25

gaozhengjie/TD-BERT

Target-dependent Sentiment Classification with BERT

Language: Python - Size: 741 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 1

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: 2 months ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 1

sampathkethineedi/bert-topic-sentiment

Topic Based Sentiment Detection using BERT

Language: Python - Size: 2.38 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 5

mferri17/amazon-reviews-sentiment-network-analysis

Python Sentiment Analysis on Amazon Reviews with NLP, Machine Learning prediction models and ABSA. Basic Network Analysis and some experiments with Collaborative Filtering.

Language: Jupyter Notebook - Size: 86.2 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

lpq29743/RAM

A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"

Language: Python - Size: 416 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 67 - Forks: 21

lpq29743/DMMN-SDCM

A Pytorch implementation for "Deep Mask Memory Network with Semantic Dependency and Context Moment for Aspect Level Sentiment Classification" (IJCAI 2019)

Language: Python - Size: 12.5 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 1

lpq29743/IAN

A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"

Language: Python - Size: 1.46 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 99 - Forks: 40

ankita1112/Sentiment-analysis-algorithm

Dependency parsing was used to extract relevant information from a review in order to predict the sentiment of a given aspect term. Different machine learning models such as Naïve Bayes, Logistic Regression, Support Vector Classifier and Neural Networks were used to make predictions. A maximum accuracy score of 0.74 on the test dataset was achieved using Bidirectional LSTM model.

Language: Jupyter Notebook - Size: 728 KB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

NoisyStudents/NoisyABSA

Domain generalization on Aspect Based Sentiment Analysis (ABSA) task via utilizing noisy student architecture.

Language: Jupyter Notebook - Size: 918 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 2

aleceress/datingapp_sentiment

An aspect-based sentiment analysis on dating apps reviews

Language: Jupyter Notebook - Size: 25.1 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

htuannn/Vietnamese-ABSA

Aspect-Based Sentiment Analysis on Vietnamese hotel domain

Language: Jupyter Notebook - Size: 23.9 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

albert-jin/DictionaryFused-E2E-ABSA

DictABSA: A dictionary knowledge (entity description informations) enhanced aspect-based sentiment analysis (ABSA) code implementation

Language: Jupyter Notebook - Size: 3.44 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 7

anayaml/lovemondays-experiment

Language: HTML - Size: 5.77 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1

mpangrazzi/absa_poc_pipeline

A GPT-3-based proof-of-concept Aspect-Based Sentiment Analysis pipeline

Language: Jupyter Notebook - Size: 29.3 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 11 - Forks: 4

avinashsai/BERT-Aspect

BERT Fine-tuning for Aspect Based Sentiment Analysis

Language: Python - Size: 287 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 3

nicolezattarin/BERT-Aspect-Based-Sentiment-Analysis

Class for Aspect-term extraction and Aspect-based sentiment analysis with BERT and Adapters

Language: Jupyter Notebook - Size: 6.3 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 14 - Forks: 0

xlxwalex/ABSA-Scope

The Data for paper "Learn from Structural Scope: Improving Aspect-Level Sentiment Analysis with Hybrid Graph Convolutional Networks"

Size: 4.48 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

Humanity123/MemNet_ABSA

Language: Python - Size: 579 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 21 - Forks: 8

guijinSON/FinABSA

FinABSA is a T5-Large model trained for Aspect-Based Sentiment Analysis specifically for financial domains.

Language: Python - Size: 19.5 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 0

uahmad235/ClariSent

Aspect-based Sentiment Analysis of Restaurants and Amazon Mobile Reviews.

Language: Python - Size: 35.2 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

olha-kaminska/frnn_absa

The code for the paper "Fuzzy Rough Nearest Neighbour Methods for Aspect-Based Sentiment Analysis" by O. Kaminska, C. Cornelis, and V. Hoste published to the Electronics journal, particularly, the special issue AI for Text Understanding (Volume 12, 2023)

Language: Python - Size: 17.6 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Nix07/Utilizing-BERT-for-Aspect-Based-Sentiment-Analysis

Targeted Aspect-based Sentiment Analysis on SentiHood Dataset (PyTorch)

Language: Jupyter Notebook - Size: 6.64 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 5

tugas-akhir-nlp/targeted-absa

Targeted Aspect-based Sentiment Analysis for Indonesian

Language: Python - Size: 118 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

l294265421/ASOTE

Aspect-Sentiment-Opinion Triplet Extraction (ASOTE)

Language: Python - Size: 2.53 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 60 - Forks: 9

chetanniradwar/Smartphone-comparison-site-using-ABSA

It is a fully responsive web application that compares two smartphones based on their reviews available on e-commerce sites like Amazon and Flipkart by aspect-based sentiment analysis (ABSA). The application also classifies reviews based on the aspects and corresponding sentiments.

Language: JavaScript - Size: 4.57 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

uyanik/blog

A serie of posts about opinion mining

Language: HTML - Size: 16.1 MB - Last synced at: almost 3 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

NuzulFirdaly/Greenr

Sustainable alternative to e-commerce

Language: CSS - Size: 41 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

l294265421/entire-space-aste

A Better Choice: Entire-space Datasets for Aspect Sentiment Triplet Extraction

Language: Jupyter Notebook - Size: 18.6 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1

utkarsh512/ABSA-Bert

Targeted Aspect-based Sentiment Analysis via constructing Auxiliary Sentences

Language: Python - Size: 1.3 MB - Last synced at: almost 3 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 1

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: almost 3 years ago - Pushed at: over 6 years ago - Stars: 97 - Forks: 27

ArrowLuo/DOER

The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction

Language: Python - Size: 34.1 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 59 - Forks: 6

ruidan/IMN-E2E-ABSA

Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.

Language: Python - Size: 18.6 KB - Last synced at: almost 3 years ago - Pushed at: over 6 years ago - Stars: 98 - Forks: 17

andrea-gasparini/nlp-aspect-based-sentiment-analysis

Aspect-Based Sentiment Analysis (ABSA) using different setups based on 2 stacked BiLSTMs and Attention layers; leveraging PoS, GloVe and BERT (frozen) embeddings

Language: Python - Size: 4.92 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

DevanshMistry890/Aspect-Base-semantics-Analysis

Aspect Term Extraction & Sentiment Classification

Language: Jupyter Notebook - Size: 1.28 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

ashishsalunkhe/Aspect-based-Financial-Sentiment-Analysis

Aspect based sentiment analysis aims to detect an aspect (i.e. features) in a given text and then perform sentiment analysis of the text with respect to that aspect. This project aims to give a solution for the FiQA 2018 challenge subtask 1.

Language: Jupyter Notebook - Size: 113 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 3

songyouwei/SA-DL 📦

Sentiment Analysis with Deep Learning models. Implemented with Tensorflow and Keras.

Language: Python - Size: 1.4 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 35 - Forks: 14

tugas-itb-erick/IF4072-Pemrosesan-Teks-dan-Suara-Bahasa-Alami 📦

IF4072 Natural Language & Text Processing

Language: HTML - Size: 25.4 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

1tangerine1day/Aspect-Term-Extraction-and-Analysis

Aspect Term Extraction and Aspect-based Sentiment Analysis on SemEval-2014 task4

Language: Jupyter Notebook - Size: 1.03 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 21 - Forks: 11

LeonardoEmili/Aspect-Based-Sentiment-Analysis

Aspect-Based Sentiment Analysis (ABSA) using multitask learning, BERT contextualized embeddings, and Conditional Random Field (CRF).

Language: Python - Size: 6.26 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 0

phanxuanphucnd/RF-MRC

Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension

Language: Python - Size: 171 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

ceo21ckim/AXCF-Pytorch

Aspect-aware eXplainable Collaborative Filtering

Language: Jupyter Notebook - Size: 681 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1

l294265421/SCAN

[NLPCC 2020] Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks

Language: Python - Size: 1.04 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 23 - Forks: 6

BinLiang-NLP/Scon-ABSA

[CIKM 2021] Enhancing Aspect-Based Sentiment Analysis with Supervised Contrastive Learning

Language: HTML - Size: 17.4 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 18 - Forks: 5

supunab/aspect-extraction

Several aspect extraction methods tried

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

l294265421/AC-MIMLLN

[EMNLP 2020] Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis

Language: Python - Size: 993 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 26 - Forks: 3

xuuuluuu/Aspect-Sentiment-Classification

Code and models for the paper "Aspect Sentiment Classification with Aspect-Specific Opinion Spans", EMNLP 2020.

Language: Python - Size: 38 MB - Last synced at: almost 3 years ago - Pushed at: about 5 years ago - Stars: 27 - Forks: 6

SinclairCoder/NLP-ParadigmShiftingPapers

Reading List of Paradigm Shifting related papers in NLP

Size: 13.7 KB - Last synced at: 6 months ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 0

rajdeep345/PASTE

Codes and Datasets for our EMNLP 2021 (main conference) Long Paper titled "PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction"

Language: Python - Size: 7.9 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 2

NLPWM-WHU/SoftProto

Zhuang Chen, Tieyun Qian: Enhancing Aspect Term Extraction with Soft Prototypes. EMNLP 2020: 2107-2117

Language: Python - Size: 85.2 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 2

xuuuluuu/Span-ASTE Fork of chiayewken/Span-ASTE

Code and model for the paper "Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction" ACL 2021.

Size: 0 Bytes - Last synced at: almost 3 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

l294265421/Opinion-Triplet-Extraction-Papers

Papers about Opinion Triplet Extraction, inlcluding two subtasks: Aspect Sentiment Triplet Extraction (ASTE) and Aspect Sentiment Opinion Triplet Extraction (ASOTE).

Size: 543 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 15 - Forks: 1

BinLiang-NLP/CAER-TABSA

[ACL 2019] Context-aware Embedding for Targeted Aspect-based Sentiment Analysis

Language: Python - Size: 6.02 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 15 - Forks: 2

theatina/ABSA

Aspect Based Sentiment Analysis

Language: Python - Size: 152 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

Riroaki/Sentiment-Bert

基于Bert的文本情感分析模型(含semeval14数据集)

Language: Python - Size: 508 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 3

avinashsai/Gated-CNN-for-ABSA

Gated CNN for ABSA

Language: Python - Size: 259 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

KoredeAkande/nigerian_isp_sentiment_analysis

Minerva Capstone Project: Conducting an Aspect-Based Sentiment Analysis on ISPs in Lagos, Nigeria as a means to evaluate the feasibility of using social media as a Decision Support System

Language: Jupyter Notebook - Size: 13.2 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Animesh-Chourey/Pre-trained_Transformers-Information_Extraction-and-Dialogue_System

Part of the assignment from the Neural Network and NLP module

Language: Jupyter Notebook - Size: 1.42 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

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: over 6 years ago - Stars: 7 - Forks: 2

siwictyas/Deep-Learning-for-Aspect-Based-Sentiment-Analysis-on-Indonesian-Hotels-Reviews

Language: Jupyter Notebook - Size: 2.22 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

William9923/indonesian-aste-generative

Code and dataset for "Text Generation for Opinion Triplet Extraction"., 2021

Language: Jupyter Notebook - Size: 10.9 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

ArrowLuo/GRACE

The impletation of paper titled GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis

Language: Python - Size: 1.03 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 17 - Forks: 8

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: almost 7 years ago - Stars: 7 - Forks: 4

ArrowLuo/BiDTree

The implementation of TASLP 2019 paper Improving Aspect Term Extraction with Bidirectional Dependency Tree Representation

Language: Python - Size: 12.4 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 9 - Forks: 4

pranshurastogi29/Aspect-Based-Sentiment-Analysis-ABSA

Language: Jupyter Notebook - Size: 438 KB - Last synced at: 8 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

khanhhuy288/steam-insider

Steam Insider: A machine learning system for aspect-based sentiment analysis and text summarization of video game reviews on Steam.

Language: Jupyter Notebook - Size: 46.1 MB - Last synced at: almost 3 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

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: almost 7 years ago - Stars: 8 - Forks: 1

KoredeAkande/african-airlines-sentiment-analysis

An aspect-based sentiment analysis project on African airline carriers

Language: Jupyter Notebook - Size: 17.3 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

liufly/delayed-memory-update-entnet

Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018

Language: Python - Size: 13.7 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 57 - Forks: 26

ElefHead/aspect-based-sentiment-analysis

Given an aspect term in a sentence, predict the sentiment label for the aspect term

Language: Python - Size: 448 KB - Last synced at: almost 3 years ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 8

Raghu150999/BILEAT_E2E_ABSA

BERT based deep neural network for aspect-based sentiment analysis.

Language: Python - Size: 13.6 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 2

anirudhs123/INTER-IIT-Winning-Solution Fork of thevasudevgupta/Bridgei2i-Winning-Solutions

Winning solutions of Bridgei2i InterIIT Tech Meet 2021

Language: Python - Size: 43.1 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - 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: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

Priyansh2/Abstract-Based-Sentiment-Detection

This repository contains code for aspect-based sentiment analysis for the "restaurant" domain. Ref. paper:

Language: Jupyter Notebook - Size: 120 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

laugustyniak/aspect_extraction

Aspect Extraction Experiments

Language: Jupyter Notebook - Size: 625 KB - Last synced at: almost 3 years ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 0

jiangqn/GCAE-pytorch

A pytorch implemention of GCAE for aspect based sentiment analysis.

Language: Python - Size: 515 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

jjwangnlp/PTE2ASC

word embedding resources for sentiment classification

Language: Python - Size: 6.84 KB - Last synced at: almost 3 years ago - Pushed at: almost 7 years ago - Stars: 7 - Forks: 2

lpq29743/SPRM

A Pytorch implementation for "A Shared-Private Representation Model with Coarse-to-Fine Extraction for Target Sentiment Analysis“ (Findings of EMNLP 2020).

Language: Python - Size: 1.34 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

r05323028/TNet-tensorflow

Implementation of https://arxiv.org/abs/1805.01086 by tensorflow

Language: Python - Size: 27.3 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 10 - Forks: 5

jiangqn/DAuM-pytorch

A pytorch implemention of DAuM for aspect based sentiment analysis.

Language: Python - Size: 558 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 4

bballamudi/ABSA-PyTorch Fork of songyouwei/ABSA-PyTorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。

Size: 2.82 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

bballamudi/BERT-for-RRC-ABSA Fork of howardhsu/BERT-for-RRC-ABSA

code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

Size: 5.68 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

uhh-lt/LexiExp

LexiExp -- Free open source sentiment lexicon expansion script

Language: Java - Size: 8.47 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 0

mailong25/sentiment-analysis

Aspect-based sentiment analysis for Vietnamese

Size: 244 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 1

jiangqn/Target-Opinion-Words-Extraction

Simple CNN based and RNN based taggers for target-oriented opinion words extraction.

Language: Python - Size: 1.07 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

ArrowLuo/DE-CNN-TF

The tensorflow version of DE-CNN

Language: Python - Size: 313 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

guuboi/AspectSentiment

AS

Language: Python - Size: 172 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 1

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: over 7 years ago - Stars: 2 - Forks: 3

zhangsiqi951016/Sentiment-Analysis-Models

情感分析论文阅读与实现

Language: Python - Size: 13.7 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

abhoi/memnet-absa

Language: Python - Size: 36.2 MB - Last synced at: 4 months ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 2

abhoi/absa-tests

dmtm-project2 aspect-based sentiment analysis

Language: Python - Size: 348 KB - Last synced at: 8 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

nicolaCirillo/italian-sentiment-analysis

Some tagged datasets containing products review in italian suitable to evaluate aspect based sentiment analysis systems.

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Related Keywords
sentiment-analysis 89 nlp 52 absa 31 natural-language-processing 29 bert 21 machine-learning 21 deep-learning 21 pytorch 20 aspect-extraction 18 python 15 aspect-term-extraction 13 lstm 12 tensorflow 10 aspect-sentiment-triplet-extraction 9 opinion-mining 7 transformers 7 nlp-machine-learning 7 sentiment-classification 7 aste 6 word2vec 6 opinion-target-extraction 6 semeval 6 aspect-category-sentiment-analysis 6 bert-model 5 large-language-models 5 attention-mechanism 5 sequence-labeling 5 text-classification 5 transformer 5 keras 5 aspect-sentiment-classification 5 nltk 5 attention 5 transfer-learning 4 acsa 4 glove-embeddings 3 emotion-analysis 3 aspect-term-polarity-co-extraction 3 web-scraping 3 text-mining 3 review-sentiments 3 topic-modeling 3 text-summarization 3 bert-embeddings 3 pyabsa 3 information-extraction 3 typescript 3 python3 3 deberta 3 llm 3 embeddings 3 cnn 3 reviews 3 bilstm-crf 3 amazon-reviews 3 bilstm 3 javascript 3 rest-api 3 dataset 3 semeval2014 3 named-entity-recognition 2 gnn 2 computational-linguistics 2 contrastive-learning 2 fine-tuning 2 language-model 2 encoder-decoder-attention 2 spacy 2 multi-class 2 afinn 2 absa-pytorch 2 twitter-sentiment-analysis 2 nodejs 2 collaborative-filtering 2 sentihood-dataset 2 flask 2 pytorch-implmention 2 llama2 2 sapienza-university 2 selenium-webdriver 2 pytorch-lightning 2 memory-networks 2 data-mining 2 glove 2 aspect-category-detection 2 llms 2 ai 2 aspect-embeddings 2 t5 2 beautifulsoup 2 recommendation-system 2 unsupervised-learning 2 reactjs 2 fastapi 2 bert-models 2 hotel 2 lstm-neural-networks 2 bert-fine-tuning 2 opinion-triplet-extraction 2 machine-learning-algorithms 2