aspect-based-sentiment-analysis | Topic

Topic: "aspect-based-sentiment-analysis"

songyouwei/ABSA-PyTorch

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

Language: Python - Size: 3.71 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 2,069 - Forks: 528

yangheng95/PyABSA

Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;

Language: Jupyter Notebook - Size: 37.1 MB - Last synced at: about 22 hours ago - Pushed at: about 24 hours ago - Stars: 1,068 - Forks: 172

ScalaConsultants/Aspect-Based-Sentiment-Analysis

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

Language: Python - Size: 1.8 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 571 - Forks: 91

declare-lab/awesome-sentiment-analysis

Reading list for Awesome Sentiment Analysis papers

Size: 3.47 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 531 - Forks: 95

jiangqn/Aspect-Based-Sentiment-Analysis

A paper list for aspect based sentiment analysis.

Size: 76.2 KB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 457 - Forks: 82

lixin4ever/BERT-E2E-ABSA

[EMNLP 2019 Workshop] Exploiting BERT for End-to-End Aspect-based Sentiment Analysis

Language: Python - Size: 1.58 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 402 - Forks: 89

ZhengZixiang/ABSAPapers

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

Size: 33.2 KB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 363 - Forks: 62

BigHeartC/Al_challenger_2018_sentiment_analysis

AI Challenger 2018 细粒度用户评论情感分析，排名17th，基于Aspect Level 思路的解决方案

Language: Python - Size: 76.2 KB - Last synced at: 6 months ago - Pushed at: almost 7 years ago - Stars: 328 - Forks: 83

lixin4ever/E2E-TBSA

[AAAI 2019] A Unified Model for Opinion Target Extraction and Target Sentiment Prediction

Language: Python - Size: 2.21 MB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 272 - Forks: 59

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

yangheng95/LCF-ATEPC

codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction

Language: Python - Size: 2.43 MB - Last synced at: 19 days ago - Pushed at: over 3 years ago - Stars: 200 - Forks: 44

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

soujanyaporia/aspect-extraction

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

Language: Python - Size: 319 KB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 158 - Forks: 38

ruidan/Aspect-level-sentiment

Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"

Language: Python - Size: 26.5 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 148 - Forks: 32

xuuuluuu/SemEval-Triplet-data

Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.

Size: 920 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 143 - Forks: 20

lixin4ever/TNet

Transformation Networks for Target-Oriented Sentiment Classification (ACL 2018)

Size: 582 KB - Last synced at: 19 days ago - Pushed at: over 7 years ago - Stars: 140 - Forks: 31

davidsbatista/Aspect-Based-Sentiment-Analysis

Aspect-Based Sentiment Analysis Experiments

Language: Python - Size: 3.47 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 132 - Forks: 61

1429904852/Aspect-Based-Sentiment-Analysis

A paper list for aspect based sentiment analysis.

Size: 612 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 123 - Forks: 21

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

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: over 2 years ago - Pushed at: over 6 years ago - Stars: 98 - Forks: 17

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: over 6 years ago - Stars: 97 - Forks: 27

kevinscaria/InstructABSA

Instructional learning for Aspect Based Sentiment Analysis

Language: Jupyter Notebook - Size: 1.61 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 96 - Forks: 16

xuuuluuu/Position-Aware-Tagging-for-ASTE

Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.

Language: Python - Size: 974 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 79 - Forks: 17

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

clips/cat

cat🐈: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"

Language: Python - Size: 42 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 70 - Forks: 15

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

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

hsqmlzno1/Transferable-E2E-ABSA

Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)

Language: Python - Size: 1.38 MB - Last synced at: 5 months ago - Pushed at: almost 6 years ago - Stars: 64 - Forks: 13

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

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: almost 3 years ago - Stars: 59 - Forks: 6

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

goodbai-nlp/RGAT-ABSA

Code for our paper "Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network" in TASLP

Language: Python - Size: 60.4 MB - Last synced at: 6 months ago - Pushed at: about 4 years ago - Stars: 55 - Forks: 13

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: 2 days ago - Pushed at: 2 days ago - Stars: 54 - Forks: 11

lixin4ever/HAST

Aspect Term Extraction with History Attention and Selective Transformation (IJCAI 2018)

Language: Python - Size: 1.28 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 53 - Forks: 10

NUSTM/ChatGPT-Sentiment-Evaluation

Can ChatGPT really understand the opinions, sentiments, and emotions contained in the text? We provide a preliminary evaluation.

Language: Python - Size: 6.7 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 52 - Forks: 5

SenticNet/IARM

IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis, EMNLP 2018

Language: Python - Size: 1.42 MB - Last synced at: 8 months ago - Pushed at: over 6 years ago - Stars: 48 - Forks: 18

frankaging/Quasi-Attention-ABSA

The Codebase for Quasi-Attention BERT Model for TABSA Tasks (AAAI '21)

Language: Python - Size: 1.18 MB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 46 - Forks: 12

hsqmlzno1/MGAN

Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification (AAAI'19)

Size: 13 MB - Last synced at: 5 months ago - Pushed at: about 6 years ago - Stars: 44 - Forks: 11

NLPWM-WHU/TransCap

Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556

Language: Python - Size: 134 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 43 - Forks: 18

ronaldseoh/atsc_prompts

Codes for the experiments in our EMNLP 2021 paper "Open Aspect Target Sentiment Classification with Natural Language Prompts"

Language: Jupyter Notebook - Size: 103 MB - Last synced at: 8 months ago - Pushed at: about 4 years ago - Stars: 36 - Forks: 4

hiyouga/PBAN-PyTorch

A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.

Language: Python - Size: 1.29 MB - Last synced at: 2 months ago - Pushed at: almost 6 years ago - Stars: 36 - Forks: 23

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

DAMO-NLP-SG/BGCA

[ACL 2023] Code and Data for "Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis"

Language: Python - Size: 1.91 MB - Last synced at: 7 months ago - Pushed at: over 2 years ago - Stars: 33 - Forks: 4

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

hiyouga/RepWalk

Code and dataset for our paper "Replicate, Walk, and Stop on Syntax: an Effective Neural Network Model for Aspect-Level Sentiment Classification", AAAI2020

Language: Python - Size: 5.66 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 6

ds4v/absa-vlsp-2018

End-to-end Multi-task Solutions for Aspect Category Sentiment Analysis (ACSA) on Vietnamese reviews, using PhoBERT as pretrained model

Language: Jupyter Notebook - Size: 30.8 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 28 - Forks: 8

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: over 2 years ago - Pushed at: about 5 years ago - Stars: 27 - Forks: 6

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

KomeijiForce/MetaIE

This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to all kinds of downstream information extraction tasks.

Language: Python - Size: 617 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 25 - Forks: 2

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

NUSTM/FS-ABSA

Srouce code for SIGIR 2023 paper

Language: Python - Size: 938 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 1

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

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

BDBC-KG-NLP/Covolution_over_Dependency_Tree_EMNLP2019

Here is the code for the paper ``Aspect-Level Sentiment Analysis via Convolution over Dependency Tree'' accepted by EMNLP2019.

Language: Python - Size: 25.7 MB - Last synced at: 6 months ago - Pushed at: almost 4 years ago - Stars: 20 - Forks: 5

declare-lab/ASTE-RL

This repository contains the source codes for the paper: "Aspect Sentiment Triplet Extraction using Reinforcement Learning" published at CIKM 2021.

Language: Python - Size: 39.1 KB - Last synced at: 7 months ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 3

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

lucabarbaglia/FiGASR

Lexicon-based Sentiment Analysis for Economic and Financial Applications in R

Language: Python - Size: 29.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 6

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: almost 3 years ago - Stars: 17 - Forks: 8

mukul54/inter-iit-bridgei2i

Automated Headline generation and Aspect Based Sentiment Analysis

Language: Jupyter Notebook - Size: 46.8 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 6

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

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: almost 4 years ago - Stars: 15 - Forks: 1

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

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

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

misha345a/E-commerce_Reviews_Classifier

Text augmentation, deep learning, and aspect-based sentiment analysis.

Language: Jupyter Notebook - Size: 12.6 MB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 14 - Forks: 6

gaozhengjie/TD-BERT

Target-dependent Sentiment Classification with BERT

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

AnujSinghML/Aspect-Based-Sentiment-Analysis-ABSA-

This repository shows the implementation of a BERT based model which is trained to do aspect based sentiment analysis. The predictor- toolkit uses the best trained model to predict sentiment of user provided inputs.

Language: Python - Size: 147 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 12 - Forks: 0

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

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

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

CCChenhao997/Fine-grained-Sentiment-Analysis

A simple summary of fine-grained sentiment analysis

Size: 8.52 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 11 - Forks: 1

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

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: almost 3 years ago - Stars: 9 - Forks: 4

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

Raghu150999/UnsupervisedABSA

A BERT based three-step mixed semi-supervised model, which jointly detects aspect and sentiment in a given review sentence.

Language: Python - Size: 9.57 MB - Last synced at: 11 days ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 3

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

SinclairCoder/NLP-ParadigmShiftingPapers

Reading List of Paradigm Shifting related papers in NLP

Size: 13.7 KB - Last synced at: 5 months ago - Pushed at: about 4 years ago - Stars: 8 - 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

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

rktamplayo/MicroASM

[ICDM2017] Aspect Sentiment Model for Micro Reviews

Language: Java - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 8 - Forks: 4

artemisart/pytorch-bert-absa 📦

Aspect-based sentiment analysis with BERT

Language: Jupyter Notebook - Size: 327 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 0

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

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

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

jjwangnlp/PTE2ASC

word embedding resources for sentiment classification

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

xndien2004/ViGSA

ViGSA: A Multi-Task Aspect-Based Sentiment Analysis Model with Auxiliary Embedding and Global Sentiment Integration for Vietnamese Restaurant Reviews

Language: Python - Size: 72.3 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 6 - Forks: 0

franciellevargas/OpCluster-PT

An automatic opinion implicit and explicit aspect identification and clustering tool for aspect-based opinion mining / sentiment analysis applications. Opcluster-PT also allows the customization for other languages, being minimally necessary a lexical language resource as such as WordNet, deverbal, foreign, diminutive and enhancing Lexicon. OpCluster-PT is currently customized for Brazilian Portuguese.

Language: Python - Size: 5.39 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - 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

franciellevargas/SentiAspect-PT

The SentiAspect-pt comprises 180 product reviews annotated according to implicit and explicit fine-grained opinions, which were hierarchically organized for aspect-based sentiment analysis and opinion summarization applications.

Size: 1.49 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 1

abhinavg97/Learnable_DropEdge

Multilabel Aspect Prediction using Graph Convolutional Networks

Language: Python - Size: 258 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 1

stardust-88/Aspect_Based_Sentiment_Extraction

This project deals with a simplified version of a more general problem of Aspect Based Sentiment Analysis.

Language: Jupyter Notebook - Size: 431 KB - Last synced at: 10 months ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 1

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: almost 4 years ago - Stars: 5 - Forks: 3

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

fblascogarma/feature_based_sentiment_analysis

Advanced technique to analyze customer feedback using NLP and ML models in Python. This analysis tells you which features people are talking about the most and if the sentiment towards each feature is positive or negative. It is a powerful tool for people working in Product, Marketing, or who are entrepreneurs.

Language: Python - Size: 2.7 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 4