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Search results for aspect based sentiment analysis
aspect-based-sentiment-analysis
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64 search results found
Absa Pytorch
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1,782
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。
Pyabsa
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854
Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
Aspect Based Sentiment Analysis
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413
💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)
Bert E2e Absa
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353
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (W-NUT@EMNLP 2019)
Aspect Based Sentiment Analysis
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288
A paper list for aspect based sentiment analysis.
Absapapers
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268
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
Al_challenger_2018_sentiment_analysis
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265
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
Awesome Sentiment Analysis
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251
Reading list for Awesome Sentiment Analysis papers
E2e Tbsa
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222
A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)
Lcf Atepc
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143
codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction
Acos
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138
The datasets and code of ACL 2021 paper "Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions".
Tnet
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128
Transformation Networks for Target-Oriented Sentiment Classification (ACL 2018)
Aspect Level Sentiment
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126
Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"
Aspect Extraction
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119
Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
Instructabsa
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96
Instructional learning for Aspect Based Sentiment Analysis
Ian
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85
A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"
Aspect Based Sentiment Analysis
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81
A paper list for aspect based sentiment analysis.
Mams For Absa
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72
A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.
Acsa
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62
Papers, models and datasets for Aspect-Category Sentiment Analysis.
Ram
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61
A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"
Imn E2e Absa
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61
Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.
Asote
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56
Aspect-Sentiment-Opinion Triplet Extraction (ASOTE)
Aspectbasedsentimentanalysis
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55
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.
Delayed Memory Update Entnet
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54
Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018
Extra Model
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50
Code to run the ExtRA algorithm for unsupervised topic/aspect extraction on English texts.
Review_aspect_extraction
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49
CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging
Doer
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48
The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
Iarm
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47
IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis, EMNLP 2018
Hast
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46
Aspect Term Extraction with History Attention and Selective Transformation (IJCAI 2018)
Position Aware Tagging For Aste
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46
Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.
Rgat Absa
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40
Code for our paper "Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network" in TASLP
Semeval Triplet Data
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36
Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020 and EMNLP 2020.
Mgan
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35
Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification (AAAI'19)
Sa Dl
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32
Sentiment Analysis with Deep Learning models. Implemented with Tensorflow and Keras.
Transcap
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32
Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556
Transferable E2e Absa
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31
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)
Dictionaryfused E2e Absa
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28
DictABSA: A dictionary knowledge (entity description informations) enhanced aspect-based sentiment analysis (ABSA) code implementation
Pban Pytorch
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24
A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.
Repwalk
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23
Code and dataset for our paper "Replicate, Walk, and Stop on Syntax: an Effective Neural Network Model for Aspect-Level Sentiment Classification", AAAI2020
Scan
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18
[NLPCC 2020] Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks
Quasi Attention Absa
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18
The codebase for a new quasi-attention BERT model for TABSA tasks
Memnet_absa
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17
Figasr
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17
Lexicon-based Sentiment Analysis for Economic and Financial Applications in R
Scon Absa
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16
[CIKM 2021] Enhancing Aspect-Based Sentiment Analysis with Supervised Contrastive Learning
Covolution_over_dependency_tree_emnlp2019
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13
Here is the code for the paper ``Aspect-Level Sentiment Analysis via Convolution over Dependency Tree'' accepted by EMNLP2019.
Td Bert
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13
Target-dependent Sentiment Classification with BERT
Chat Sentiment Analysis
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11
Solve all sentiment analysis tasks in chat-style by finetuning LLaMA with lora
Chatabsa
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10
基于ChatGPT的情感分析
Da Crf
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9
This is a implementation of "面向属性抽取的门控动态注意力机制"
Softproto
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9
Zhuang Chen, Tieyun Qian: Enhancing Aspect Term Extraction with Soft Prototypes. EMNLP 2020: 2107-2117
Chatgpt Sentiment Evaluation
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9
Can ChatGPT really understand the opinions, sentiments, and emotions contained in the text? We provide a preliminary evaluation.
Tnet Tensorflow
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8
Implementation of https://arxiv.org/abs/1805.01086 by tensorflow
Bert Aspect
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8
BERT Fine-tuning for Aspect Based Sentiment Analysis
Finabsa
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7
FinABSA is a T5-Large model trained for Aspect-Based Sentiment Analysis specifically for financial domains.
Awesome Sentiment Analysis Papers
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7
情感分析书籍、论文、实现、框架
Pte2asc
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6
word embedding resources for sentiment classification
Bidtree
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6
The implementation of TASLP 2019 paper Improving Aspect Term Extraction with Bidirectional Dependency Tree Representation
Ac Mimlln
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6
Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis (EMNLP 2020)
Fine Grained Sentiment Analysis
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6
A simple summary of fine-grained sentiment analysis
Grace
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6
The impletation of paper titled GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis
Fs Absa
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6
Srouce code for SIGIR 2023 paper
Opcluster
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5
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.
Atsc_prompts
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5
Codes for the experiments in our EMNLP 2021 paper "Open Aspect Target Sentiment Classification with Natural Language Prompts"
Learnable_dropedge
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5
Multilabel Aspect Prediction using Graph Convolutional Networks
1-64 of 64 search results
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