felixSchober / ABSA-Transformer
This is the repository for my NLP master thesis with the title Transfer and Multitask Learning for Aspect-Based Sentiment Analysis Using the Google Transformer Architecture. It is based on the Google Transformer architecture and the paper Attention is all you need (https://arxiv.org/abs/1706.03762)
β13Updated last year
Related projects β
Alternatives and complementary repositories for ABSA-Transformer
- A simple library to preprocess ABSA related tasks from SemEvalβ27Updated 4 years ago
- catπ: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"β78Updated 4 years ago
- code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"β40Updated 3 years ago
- Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRFβ159Updated 3 years ago
- This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcationβ69Updated 4 years ago
- BERT Fine-tuning for Aspect Based Sentiment Analysisβ27Updated 2 years ago
- code for our ICPR 2020 paper: "Adversarial Training for Aspect-Based Sentiment Analysis with BERT"β28Updated 3 years ago
- Zhuang Chen, Tieyun Qian: Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis. ACL 2020: 3685-3694β53Updated 2 years ago
- Code for ACL 2018 paper "Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction"β147Updated 5 years ago
- code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentimentβ¦β188Updated last year
- This repository provides the code and dataset for the work published in the paper - Modeling Label Semantics for Predicting Emotional Reaβ¦β25Updated 4 years ago
- Aspect-Based Sentiment Analysisβ37Updated last year
- CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech taggingβ104Updated 5 years ago
- The Codebase for Quasi-Attention BERT Model for TABSA Tasks (AAAI '21)β46Updated 3 years ago
- Code for A Hybrid Approach for Aspect-Based Sentiment Analysis Using a Lexicalized Domain Ontology and Attentional Neural Modelsβ22Updated 6 years ago
- This repository contains the code for the paper "An Unsupervised Approach for Aspect Category Detection Using Soft Cosine Similarity Measβ¦β21Updated 5 years ago
- A paper list for aspect based sentiment analysis.β136Updated 5 months ago
- Code for SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics (ACL'2020).β76Updated 4 years ago
- SemEval-2022 Shared Task 10: Structured Sentiment Analysisβ75Updated 2 years ago
- Code and Data for our EMNLP-2020 paper Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding.β49Updated 4 years ago
- PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'β66Updated 2 years ago
- Keras Implementation of Aspect based Sentiment Analysisβ152Updated 4 years ago
- Set of notebooks to practice Pytorch from basics to RNNβ23Updated 4 years ago
- A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.β256Updated 5 years ago
- Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)β65Updated 5 years ago
- The impletation of paper titled GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysisβ20Updated last year
- β14Updated 5 years ago
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classificationβ125Updated 5 years ago
- Repository for the paper "Thou shalt not hate: Countering Online Hate Speech" accepted at ICWSM 2019.β30Updated last year
- A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"β68Updated 5 years ago