wireless911 / span-aste
a sample pytorch Implementation of ACL 2021 research paper "Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction".
☆38Updated last year
Alternatives and similar repositories for span-aste:
Users that are interested in span-aste are comparing it to the libraries listed below
- Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction☆51Updated 2 years ago
- Released code for「Boundary-Driven Table-Filling for Aspect Sentiment Triplet Extraction」 in EMNLP2022.☆30Updated 2 years ago
- Code for ‘A Span-level Bidirectional Network for Aspect Sentiment Triplet Extraction’☆31Updated last month
- ☆17Updated last year
- Released code for「An Empirical Study of Sentiment-Enhanced Pre-Training for Aspect-Based Sentiment Analysis」in ACL2023.☆19Updated last year
- Aspect-Level Sentiment Analysis Via Convolution over Dependency Tree☆27Updated 5 years ago
- The source code for "STAGE: Span Tagging and Greedy Inference Scheme for Aspect Sentiment Triplet Extraction".☆25Updated last year
- ☆88Updated 3 years ago
- The source code for "BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis"☆41Updated 2 years ago
- ☆11Updated 2 years ago
- Code and data for paper "Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction". Aspect opinion pair datasets and aspec…☆88Updated 3 years ago
- This is for paper "A semantically enhanced dual encoder for aspect sentiment triplet extraction"☆20Updated last year
- Code for our paper "Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network…☆55Updated 3 years ago
- Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis☆142Updated 2 years ago
- ☆144Updated 2 years ago
- SSEGCN: Syntactic and Semantic Enhanced Graph Convolutional Network for Aspect-based Sentiment Analysis☆43Updated 2 years ago
- ☆46Updated 3 years ago
- Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.☆84Updated 3 years ago
- Code and datasets of our paper "AMR-based Network for Aspect-based Sentiment Analysis" accepted by ACL 2023.☆17Updated last year
- ☆81Updated last year
- [EMNLP 2021] Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge☆48Updated 2 years ago
- The code and preprocessed data for ACL 2021 paper titled "Exploiting Position Bias for Robust Aspect Sentiment Classification"☆28Updated 3 years ago
- Code for the paper in ACL2022: Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis☆21Updated 2 years ago
- This repository contains codes for *Sem 2023 paper “Generative Data Augmentation for Aspect Sentiment Quad Prediction”.☆10Updated last year
- Code and data for COLING 2022 paper titled "Structural Bias For Aspect Sentiment Triplet Extraction"☆26Updated last year
- The code of COLING2020 paper "Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network".☆26Updated 3 years ago
- Triple-GNNs for DiaASQ☆11Updated last year
- A multi-element multi-domain dataset for Aspect-Based Sentiment Analysis☆24Updated last year
- Aspect-Sentiment-Opinion Triplet Extraction (ASOTE)☆72Updated 2 years ago
- Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.☆162Updated 3 years ago