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Aspect Based Sentiment Analysis
55 Open Source Aspect Based Sentiment Analysis Software Projects
Free and open source aspect based sentiment analysis code projects including engines, APIs, generators, and tools.
Absa Pytorch
1455 ⭐
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。
Al_challenger_2018_sentiment_analysis
306 ⭐
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
Aspect Based Sentiment Analysis
382 ⭐
A paper list for aspect based sentiment analysis.
Awesome Sentiment Analysis
417 ⭐
Reading list for Awesome Sentiment Analysis papers
E2e Tbsa
232 ⭐
A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)
Bert E2e Absa
265 ⭐
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (
[email protected]
2019)
Aspect Level Sentiment
140 ⭐
Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"
Tnet
137 ⭐
Transformation Networks for Target-Oriented Sentiment Classification (ACL 2018)
Davidsbatista Aspect Based Sentiment Analysis
123 ⭐
Aspect-Based Sentiment Analysis Experiments
Aspect Extraction
131 ⭐
Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
Mams For Absa
178 ⭐
A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.
Ian
94 ⭐
A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"
Scalaconsultants Aspect Based Sentiment Analysis
324 ⭐
💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)
Imn E2e Absa
91 ⭐
Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.
Ram
65 ⭐
A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"
Review_aspect_extraction
83 ⭐
CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging
Absapapers
246 ⭐
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
Delayed Memory Update Entnet
57 ⭐
Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018
Aspectbasedsentimentanalysis
62 ⭐
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.
Doer
54 ⭐
The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
Lcf Atepc
126 ⭐
codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction
Lixin4ever Hast
49 ⭐
Aspect Term Extraction with History Attention and Selective Transformation (IJCAI 2018)
Lc Absa
245 ⭐
Open Framework for Aspect-based Sentiment Analysis based on state-of-the-art Models
Iarm
43 ⭐
IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis, EMNLP 2018
Transferable E2e Absa
54 ⭐
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)
Sentiment Analysis Ccf Bdci
36 ⭐
Aspect-Level Sentiment Analysis Task, CCF BDCI Contest
Mgan
43 ⭐
Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification (AAAI'19)
Sa Dl
34 ⭐
Sentiment Analysis with Deep Learning models. Implemented with Tensorflow and Keras.
Transcap
39 ⭐
Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556
Pban Pytorch
34 ⭐
A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.
Clips Cat
47 ⭐
cat🐈: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"
Memnet_absa
20 ⭐
1429904852 Aspect Based Sentiment Analysis
63 ⭐
A paper list for aspect based sentiment analysis and emotion-cause pair extraction.
Repwalk
23 ⭐
Code and dataset for our paper "Replicate, Walk, and Stop on Syntax: an Effective Neural Network Model for Aspect-Level Sentiment Classification", AAAI2020
Acsa
41 ⭐
Papers, models and datasets for Aspect-Category Sentiment Analysis.
Tnet Tensorflow
10 ⭐
Implementation of https://arxiv.org/abs/1805.01086 by tensorflow
Da Crf
10 ⭐
This is a implementation of "面向属性抽取的门控动态注意力机制"
Semeval Triplet Data
72 ⭐
Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020 and EMNLP 2020.
Position Aware Tagging For Aste
48 ⭐
Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.
Extra Model
39 ⭐
Code to run the ExtRA algorithm for unsupervised topic/aspect extraction on English texts.
Quasi Attention Absa
28 ⭐
The codebase for a new quasi-attention BERT model for TABSA tasks
Aspect Sentiment Classification
23 ⭐
Code and models for the paper "Aspect Sentiment Classification with Aspect-Specific Opinion Spans", EMNLP 2020.
Asote
25 ⭐
Aspect-Sentiment-Opinion Triplet Extraction (ASOTE)
Rgat Absa
27 ⭐
Code for our paper "Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network" in TASLP
Acos
47 ⭐
The datasets and code of ACL 2021 paper "Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions".
Ac Mimlln
17 ⭐
Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis (EMNLP 2020)
Arrowluo Grace
16 ⭐
The impletation of paper titled GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis
Aspect Term Extraction And Analysis
12 ⭐
Aspect Term Extraction and Aspect-based Sentiment Analysis on SemEval-2014 task4
Covolution_over_dependency_tree_emnlp2019
14 ⭐
Here is the code for the paper ``Aspect-Level Sentiment Analysis via Convolution over Dependency Tree'' accepted by EMNLP2019.
L294265421 Scan
12 ⭐
Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks (NLPCC 2020)
Softproto
9 ⭐
Zhuang Chen, Tieyun Qian: Enhancing Aspect Term Extraction with Soft Prototypes. EMNLP 2020: 2107-2117
Inter Iit Bridgei2i
11 ⭐
Automated Headline generation and Aspect Based Sentiment Analysis
Caer Tabsa
13 ⭐
[ACL 2019] Context-aware Embedding for Targeted Aspect-based Sentiment Analysis
Atsc_prompts
11 ⭐
Codes for the experiments in our EMNLP 2021 paper "Open Aspect Target Sentiment Classification with Natural Language Prompts"
Scon Absa
12 ⭐
[CIKM 2021] Enhancing Aspect-Based Sentiment Analysis with Supervised Contrastive Learning