YJiangcm / SST-2-sentiment-analysis
Use BiLSTM_attention, BERT, ALBERT, RoBERTa, XLNet model to classify the SST-2 data set based on pytorch
☆97Updated 4 years ago
Alternatives and similar repositories for SST-2-sentiment-analysis:
Users that are interested in SST-2-sentiment-analysis are comparing it to the libraries listed below
- Implementation of paper Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa.☆130Updated last year
- Resources about Aspect-based Sentiment Analysis (ABSA)☆114Updated last year
- Papers, models and datasets for Aspect-Category Sentiment Analysis.☆66Updated last year
- ☆143Updated 2 years ago
- The Local Context Focus Syntax-based BERT model to analyze aspect-based sentiment of product reviews on SemEval2014☆45Updated last year
- ☆30Updated 2 years ago
- Data augmentation for NLP, accepted at EMNLP 2021 Findings☆105Updated last year
- 疫情期间网民情绪识别比赛分享+top1~3解决方案☆51Updated 4 years ago
- [EMNLP 2020] Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis☆31Updated 3 years ago
- Reading list of aspect-based sentiment analysis.☆216Updated last year
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆46Updated last year
- smp ewect code☆76Updated 4 years ago
- A paper list for aspect based sentiment analysis.☆137Updated 7 months ago
- Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.☆161Updated 3 years ago
- Emotion-Cause Pair Extraction, PyTorch Implementations. 情感-原因对抽取，基于PyTorch实现☆31Updated 11 months ago
- Code for EMNLP 2021 paper: "Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training"☆93Updated 2 years ago
- [COLING 2020] Attention Transfer Network for Aspect-level Sentiment Classification☆15Updated 2 years ago
- codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction☆192Updated 2 years ago
- realization of paper 《Attention-based LSTM for Aspect-level Sentiment Classification》☆24Updated 4 years ago
- Chinese text sentiment analysis via Graph Convolution Neural Networks☆48Updated 4 years ago
- Aspect-Level Sentiment Analysis Via Convolution over Dependency Tree☆27Updated 5 years ago
- [EMNLP 2021] Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge☆48Updated 2 years ago
- Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction☆51Updated 2 years ago
- Released code for「An Empirical Study of Sentiment-Enhanced Pre-Training for Aspect-Based Sentiment Analysis」in ACL2023.☆18Updated last year
- PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类☆143Updated 3 years ago
- Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.☆84Updated 3 years ago
- ☆60Updated 4 years ago
- Implementation of Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification.☆77Updated 3 years ago
- Released code for「Boundary-Driven Table-Filling for Aspect Sentiment Triplet Extraction」 in EMNLP2022.☆30Updated last year
- A simple summary of fine-grained sentiment analysis☆12Updated 3 years ago