erfan-ghadery / Unsupervised-Aspect-Category-Detection
This repository contains the code for the paper "An Unsupervised Approach for Aspect Category Detection Using Soft Cosine Similarity Measure".
☆21Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for Unsupervised-Aspect-Category-Detection
- cat🐈: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"☆78Updated 4 years ago
- Zhuang Chen, Tieyun Qian: Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis. ACL 2020: 3685-3694☆53Updated 2 years ago
- A simple library to preprocess ABSA related tasks from SemEval☆27Updated 4 years ago
- code for our ICPR 2020 paper: "Adversarial Training for Aspect-Based Sentiment Analysis with BERT"☆28Updated 3 years ago
- Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.☆99Updated 5 years ago
- Code and Data for our EMNLP-2020 paper Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding.☆49Updated 4 years ago
- Annotated corpus and code for "Extracting COVID-19 Events from Twitter".☆46Updated 2 years ago
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification☆125Updated 5 years ago
- CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging☆104Updated 5 years ago
- Code for "A Dependency Syntactic Knowledge Augmented Interactive Architecture for End-to-End Aspect-based Sentiment Analysis" on Neurocom…☆17Updated 3 years ago
- Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)☆65Updated 5 years ago
- The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction☆58Updated last year
- A generalized input-label embedding for text classification☆23Updated 4 years ago
- code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"☆40Updated 3 years ago
- The impletation of paper titled GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis☆20Updated 2 years ago
- Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification☆53Updated 5 years ago
- A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"☆68Updated 5 years ago
- SemEval-2022 Shared Task 10: Structured Sentiment Analysis☆75Updated 2 years ago
- Code for ACL 2018 paper "Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction"☆147Updated 5 years ago
- Code for A Hybrid Approach for Aspect-Based Sentiment Analysis Using a Lexicalized Domain Ontology and Attentional Neural Models☆22Updated 6 years ago
- [CIKM 2018] Weakly-Supervised Neural Text Classification☆77Updated 5 years ago
- ☆101Updated 3 years ago
- Snippext: Semi-supervised Opinion Mining with Augmented Data☆59Updated last year
- PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'☆66Updated 2 years ago
- A Self-Supervised Contrastive Learning Framework for Aspect Detection☆35Updated 3 years ago
- The Codebase for Quasi-Attention BERT Model for TABSA Tasks (AAAI '21)☆46Updated 3 years ago
- Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF☆159Updated 3 years ago
- Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling☆47Updated 5 years ago
- aspect-based sentiment classification☆65Updated 6 years ago
- Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision☆38Updated 3 years ago