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Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
Created
2018-05-09
87 commits to master branch, last one 3 years ago
Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
Created
2019-08-21
802 commits to v2 branch, last one about a month ago
💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)
Created
2020-01-08
227 commits to master branch, last one about a year ago
Reading list for Awesome Sentiment Analysis papers
Created
2020-04-18
54 commits to master branch, last one 3 years ago
A paper list for aspect based sentiment analysis.
Created
2019-04-07
53 commits to master branch, last one 3 years ago
[EMNLP 2019 Workshop] Exploiting BERT for End-to-End Aspect-based Sentiment Analysis
Created
2019-10-08
70 commits to master branch, last one about a year ago
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
Created
2019-10-17
41 commits to master branch, last one 2 years ago
[AAAI 2019] A Unified Model for Opinion Target Extraction and Target Sentiment Prediction
Created
2018-11-10
30 commits to master branch, last one 2 years ago
The datasets and code of ACL 2021 paper "Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions".
Created
2021-05-21
110 commits to main branch, last one 2 years ago
codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction
Created
2019-12-06
54 commits to master branch, last one 2 years ago
Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
Created
2018-07-28
12 commits to master branch, last one 3 years ago
Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.
Created
2019-11-19
60 commits to master branch, last one 3 years ago
Instructional learning for Aspect Based Sentiment Analysis [NAACL-2024]
Created
2022-09-15
130 commits to main branch, last one 4 months ago
A paper list for aspect based sentiment analysis.
Created
2019-10-30
49 commits to master branch, last one 4 months ago
Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.
Created
2020-09-29
39 commits to master branch, last one 2 years ago
Aspect-Sentiment-Opinion Triplet Extraction (ASOTE)
Created
2021-03-26
52 commits to main branch, last one about a year ago
Papers, models and datasets for Aspect-Category Sentiment Analysis.
Created
2020-01-28
35 commits to master branch, last one about a year ago
The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
Created
2019-05-29
14 commits to master branch, last one 4 years ago
Code for our paper "Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network" in TASLP
Created
2020-09-29
33 commits to master branch, last one 3 years ago
Code to run the ExtRA algorithm for unsupervised topic/aspect extraction on English texts.
Created
2021-01-20
1,599 commits to main branch, last one about a month ago
Can ChatGPT really understand the opinions, sentiments, and emotions contained in the text? We provide a preliminary evaluation.
Created
2023-02-28
73 commits to main branch, last one about a month ago
The Codebase for Quasi-Attention BERT Model for TABSA Tasks (AAAI '21)
Created
2020-11-04
91 commits to main branch, last one 3 years ago
基于ChatGPT的情感分析
Created
2023-03-27
12 commits to main branch, last one about a year ago
Class for Aspect-term extraction and Aspect-based sentiment analysis with BERT and Adapters
Created
2022-06-10
53 commits to main branch, last one 2 years ago
DictABSA: A dictionary knowledge (entity description informations) enhanced aspect-based sentiment analysis (ABSA) code implementation
Created
2022-05-20
18 commits to main branch, last one about a year ago
Codes for the experiments in our EMNLP 2021 paper "Open Aspect Target Sentiment Classification with Natural Language Prompts"
lm
nli
atsc
prompts
yelp-reviews
language-models
yelp-restaurants
few-shot-learning
zero-shot-learning
amazon-review-corpus
semeval-2014-dataset
few-shot-classification
natural-language-prompts
zero-shot-classification
natural-language-inference
aspect-based-sentiment-analysis
amazon-reviews-sentiment-analysis
Created
2021-03-02
301 commits to main branch, last one 3 years ago
FinABSA is a T5-Large model trained for Aspect-Based Sentiment Analysis specifically for financial domains.
Created
2022-11-04
10 commits to main branch, last one 8 months ago
[ACL 2023] Code and Data for "Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis"
Created
2023-05-16
5 commits to master branch, last one about a year ago