Pinlong-Zhao / SDGCNLinks
Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification
☆50Updated 6 years ago
Alternatives and similar repositories for SDGCN
Users that are interested in SDGCN are comparing it to the libraries listed below
Sorting:
- Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.☆99Updated 6 years ago
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification☆121Updated 6 years ago
- Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556☆45Updated 5 years ago
- ☆134Updated 3 years ago
- Code and data for "Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling" (NAACL2019)☆132Updated 4 years ago
- The public state-of-the-art methods for deep learning based ASC☆125Updated 5 years ago
- ☆45Updated 4 years ago
- Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.☆164Updated 4 years ago
- [AAAI 2019] A Unified Model for Opinion Target Extraction and Target Sentiment Prediction☆272Updated 2 years ago
- Code and models for the paper "Aspect Sentiment Classification with Aspect-Specific Opinion Spans", EMNLP 2020.☆33Updated 5 years ago
- Papers, models and datasets for Aspect-Category Sentiment Analysis.☆66Updated 2 years ago
- Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)☆65Updated 6 years ago
- A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.☆264Updated 6 years ago
- Utilize BERT model for multi task including ABSA (aspect based sentiment analysis) task and AE (Aspect Extraction) task☆10Updated 6 years ago
- The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction☆58Updated 2 years ago
- Transition-based Directed Graph Direction for Emotion-Cause Pair Extraction☆46Updated 5 years ago
- ☆170Updated 5 years ago
- Zhuang Chen, Tieyun Qian: Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis. ACL 2020: 3685-3694☆54Updated 3 years ago
- Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.☆83Updated 3 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆121Updated 5 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 5 years ago
- Code and dataset for EMNLP 2020 paper titled "A Multi-task Learning Framework for Opinion Triplet Extraction"☆51Updated 3 years ago
- ☆86Updated 6 years ago
- [COLING 2020] Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis☆56Updated 3 years ago
- Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification (AAAI'19)☆44Updated 6 years ago
- This is the code for our EMNLP 2018 paper "Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation"☆237Updated 3 years ago
- ☆28Updated 6 years ago
- Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper☆88Updated 5 years ago
- A text classification example with Bert/ELMo/GloVe in pytorch☆90Updated 5 years ago
- Code for modeling encoder-decoder architecture with pointer network for joint entity and relation extraction (AAAI 2020).☆105Updated 5 years ago