WadeYin9712 / SentiBERT
Code for SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics (ACL'2020).
β76Updated 4 years ago
Related projects β
Alternatives and complementary repositories for SentiBERT
- catπ: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"β78Updated 4 years ago
- The Codebase for Quasi-Attention BERT Model for TABSA Tasks (AAAI '21)β46Updated 3 years ago
- A simple library to preprocess ABSA related tasks from SemEvalβ27Updated 4 years ago
- This is our ARTS test set, an enriched test set to probe Aspect Robustness of ABSA.β41Updated 10 months 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
- Collection of papers on Emotion Cause Analysisβ64Updated 3 years ago
- Snippext: Semi-supervised Opinion Mining with Augmented Dataβ59Updated last year
- Zhuang Chen, Tieyun Qian: Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis. ACL 2020: 3685-3694β53Updated 2 years ago
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classificationβ125Updated 5 years ago
- Implementation of paper Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa.β128Updated last year
- code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"β40Updated 3 years ago
- This is the official code for Extractive Summarization of Long Documents by Combining Global and Local Contextβ69Updated 4 years ago
- Multi-dataset stance detection and robustness experimentsβ42Updated last year
- Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.β84Updated 2 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
- SemEval-2022 Shared Task 10: Structured Sentiment Analysisβ75Updated 2 years ago
- code for our ICPR 2020 paper: "Adversarial Training for Aspect-Based Sentiment Analysis with BERT"β28Updated 3 years ago
- Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.β159Updated 3 years ago
- Graph parsing approach to structured sentiment analysis.β40Updated last year
- Codes for our paper "SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge" (EMNLP 2020)β78Updated 3 years ago
- β28Updated 4 years ago
- Source code for our "TitleStylist" paper at ACL 2020β76Updated 3 months ago
- Code and dataset for EMNLP 2020 paper titled "A Multi-task Learning Framework for Opinion Triplet Extraction"β50Updated 2 years ago
- Code for the ACL 19 paper "Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards"β107Updated 4 years ago
- Pytorch re-implementation of R-BERT modelβ67Updated 4 years ago
- Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.β140Updated last year
- Aspect-Sentiment-Opinion Triplet Extraction (ASOTE)β73Updated last year
- β67Updated 2 years ago
- Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classificationβ53Updated 5 years ago
- Source code and data for γTarget-Aspect-SentimentJointDetectionforAspect-BasedSentimentAnalysis γβ44Updated 4 years ago