absa

There are 67 repositories under absa topic.

  • 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

    34513359

  • yangheng95/ABSADatasets

    Public & Community-shared datasets for Aspect-based sentiment analysis and Text Classification

    Language:HTML18943564

  • xuuuluuu/SemEval-Triplet-data

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

    1534420

  • AlexYangLi/ABSA_Keras

    Keras Implementation of Aspect based Sentiment Analysis

    Language:Python1516946

  • ROGERDJQ/RoBERTaABSA

    Implementation of paper Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa.

    Language:Python12621221

  • 1429904852/Aspect-Based-Sentiment-Analysis

    A paper list for aspect based sentiment analysis.

    1229021

  • 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:Python749125

  • hsqmlzno1/Transferable-E2E-ABSA

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

    Language:Python656313

  • taishan1994/ChatABSA

    基于ChatGPT的情感分析

    Language:Python42126

  • WHU-ZQH/KGAN

    [TKDE] Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-based Sentiment Analysis

    Language:Python405199

  • albert-jin/DictionaryFused-E2E-ABSA

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

    Language:Jupyter Notebook38318

  • l294265421/AC-MIMLLN

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

    Language:Python29332

  • l294265421/SCAN

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

    Language:Python27208

  • LorenzoAgnolucci/BERT_for_ABSA

    In this work (Targeted) Aspect-Based Sentiment Analysis task is converted to a sentence-pair classification task and a pre-trained BERT model is fine-tuned on it.

    Language:Python27108

  • guijinSON/FinABSA

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

    Language:Python25301

  • 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:Python25314

  • Humanity123/MemNet_ABSA

    Language:Python21328

  • scofield7419/UABSA-SyMux

    Codes for the IJCAI2022 paper: Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis

    Language:Python19226

  • taishan1994/BERT-ABSA

    使用bert进行中文方面级情感识别。

    Language:Python18222

  • 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:Python17233

  • ROGERDJQ/FastABSA

    FastNLP Implementation of several ABSA subtasks and models also can be found in https://gitee.com/ROGERDJQ/FastABSA.git.

    Language:Python17205

  • AlexYangLi/ALA

    Attention-based LSTM model with the Aspect information to solve financial opinion mining problem (WWW 2018 shared task1)

    Language:Python16216

  • clairett/Deep-Memory-Network

    Implement deep memory network used for Aspect Level Sentiment Classification

    Language:Python154110

  • ds4v/absa-vlsp-2018

    Multi-task Aspect Category Sentiment Analysis for Vietnamese reviews

    Language:Jupyter Notebook15103

  • WHU-ZQH/UIKA

    Unified Instance and Knowledge Alignment Pretraining for Aspect-based Sentiment Analysis

    Language:Python15101

  • CCChenhao997/Fine-grained-Sentiment-Analysis

    A simple summary of fine-grained sentiment analysis

    12201

  • 1MENU/Korean_ABSA_model

    [🎖️1등(장관상) 솔루션] 2022 국립국어원 인공 지능 언어 능력 평가 (쇼핑몰 리뷰 데이터 속성 기반 감성 분석 : Aspect-Based Sentiment Analysis)

    Language:Python9000

  • supunab/aspect-extraction

    Several aspect extraction methods tried

    Language:Jupyter Notebook8202

  • mindspore-courses/ABSA-MindSpore

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

    Language:Python7101

  • 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 TripAdvisor hotel reviews in Marrakesh.

    Language:Jupyter Notebook6100

  • htuannn/ABSA-VLSP2018

    Text-level Aspect-Based Sentiment Analysis based on multi-task approach for Vietnamese reviews.

    Language:Jupyter Notebook6101

  • l294265421/entire-space-aste

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

    Language:Jupyter Notebook6102

  • 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 Notebook6102

  • 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:Python5201

  • GCUTermProjectHell/Korean_ABSA

    [ 🏅금상 (국립국어원장상) 솔루션 ] 2022 국립국어원 인공 지능 언어 능력 평가 Team GCU_텀프지옥입니다

    Language:Jupyter Notebook5002

  • xlxwalex/ABSA-Scope

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

    5112