absa

There are 2 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

  aspect-based-sentiment-analysisabsanatural-language-processingawesome-listpaper-listsentiment-analysisatsc
  345

• yangheng95 / ABSADatasets

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

  absadatasetpyabsa
  Language:HTML 186

• xuuuluuu / SemEval-Triplet-data

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

  aspect-sentiment-triplet-extractionaspect-based-sentiment-analysisasteabsa
  153

• AlexYangLi / ABSA_Keras

  Keras Implementation of Aspect based Sentiment Analysis

  absasentiment-analysissentiment-classificationattentiontd-lstmataememnetianramcabascattention-mechanismelmo
  Language:Python 151

• ROGERDJQ / RoBERTaABSA

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

  absaroberta
  Language:Python 126

• 1429904852 / Aspect-Based-Sentiment-Analysis

  A paper list for aspect based sentiment analysis.

  aspect-based-sentiment-analysisnatural-language-processingsentiment-analysisabsamulti-aspect-sentiment-analysisnlpsentiment-classification
  120

• 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.

  absaaspect-based-sentiment-analysisaspect-polarity-extractionopinion-target-extractionreview-highlights
  Language:Python 74

• hsqmlzno1 / Transferable-E2E-ABSA

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

  domain-adaptationsequence-labelingadversarial-learningcross-domain-sentimentaspect-based-sentiment-analysisabsa
  Language:Python 65

• albert-jin / DictionaryFused-E2E-ABSA

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

  absaabsa-pytorchaspect-based-sentiment-analysisdebertaknowledge-augment
  Language:Jupyter Notebook 39

• taishan1994 / ChatABSA

  基于ChatGPT的情感分析

  absaaspect-based-sentiment-analysischatgptsentiment-analysis
  Language:Python 39

• WHU-ZQH / KGAN

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

  absaknowledge-graphmulti-view-learning
  Language:Python 39

• l294265421 / AC-MIMLLN

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

  aspect-category-sentiment-analysisabsaacsamulti-instance-multi-label-learningmulti-instance-learningaspect-based-sentiment-analysisac-mimlln
  Language:Python 29

• 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.

  bertabsapytorchcolab-notebooktransformerssentiment-analysistabsahuggingface-transformerssentihood-datasetsemeval-2014-dataset
  Language:Python 27

• l294265421 / SCAN

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

  aspect-category-sentiment-analysisabsaacsaaspect-based-sentiment-analysissyntaxsentence-constituentgraph-attention-networksgatgnngraph-neural-networks
  Language:Python 26

• 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

  natural-language-processingsentiment-analysisaspect-based-sentiment-analysisrandom-walkpytorchabsa
  Language:Python 25

• guijinSON / FinABSA

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

  absaaspect-based-sentiment-analysisfinancesentiment-analysisstock-price-predictiontweet-analysis
  Language:Python 24

• Humanity123 / MemNet_ABSA

  memory-networkabsaaspect-based-sentiment-analysistang-et-alsentiment-analysissemeval
  Language:Python 21

• scofield7419 / UABSA-SyMux

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

  absanlpsentiment-analysis
  Language:Python 18

• taishan1994 / BERT-ABSA

  使用bert进行中文方面级情感识别。

  absabertsentiment-analysis
  Language:Python 18

• ROGERDJQ / FastABSA

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

  fitlogdependency-treeabsa
  Language:Python 17

• AlexYangLi / ALA

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

  absaattention-mechanismfinancial-analysissentiment-analysiswww2018
  Language:Python 16

• declare-lab / ASTE-RL

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

  aspect-based-sentiment-analysisabsaaspect-term-polarity-co-extractionaspect-term-extraction
  Language:Python 16

• clairett / Deep-Memory-Network

  Implement deep memory network used for Aspect Level Sentiment Classification

  deep-memory-networkaspect-sentimentsentimentsemeval2015aspectabsamemory-network
  Language:Python 15

• WHU-ZQH / UIKA

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

  absatransfer-learning
  Language:Python 15

• ds4v / absa-vlsp-2018

  Multi-task Aspect Category Sentiment Analysis for Vietnamese reviews

  absaacsaaspect-based-sentiment-analysisphobertaspect-category-sentiment-analysis
  Language:Jupyter Notebook 13

• CCChenhao997 / Fine-grained-Sentiment-Analysis

  A simple summary of fine-grained sentiment analysis

  sentiment-analysisfine-grained-sentiment-analysisaspect-based-sentiment-analysisabsa
  12

• 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)

  absanlp
  Language:Python 8

• supunab / aspect-extraction

  Several aspect extraction methods tried

  absaaspect-based-sentiment-analysisaspect-extractionlstmnlppytorchsequence-labeling
  Language:Jupyter Notebook 8

• 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。

  absamindsporesentiment-analysis
  Language:Python 7

• l294265421 / entire-space-aste

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

  absaaspectaspect-based-sentiment-analysisaspect-sentiment-triplet-extractionastesentiment-analysis
  Language:Jupyter Notebook 6

• 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

  absaaspect-based-sentiment-analysisattentionattention-mechanismbertbert-embeddingsgloveglove-embeddingslstmsentiment-analysispythonpytorchpytorch-lightningsapienza-universitynlpsemeval2014
  Language:Python 5

• GCUTermProjectHell / Korean_ABSA

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

  absanlppytorch
  Language:Jupyter Notebook 5

• htuannn / ABSA-VLSP2018

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

  absabilstmhierarchical-attention-networkmultitask-learningphoberttext-classificationtext-level-processing
  Language:Jupyter Notebook 5

• 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

  absaaspect-category-detectionaspect-extractiondeep-neural-networkslinguistic
  Language:Jupyter Notebook 5

• xlxwalex / ABSA-Scope

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

  absanatural-language-processingsentiment-analysisaspect-based-sentiment-analysis
  5

• 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.

  absaaspect-based-sentiment-analysisreviewsseleniumsentiment-analysissentiment-classificationtripadvisortripadvisor-scraper
  Language:Jupyter Notebook 4