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lvyufeng
c98f69761c
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1 year ago | |
|---|---|---|
| AAGCN-ABSA | 1 year ago | |
| Trans-ECE | 1 year ago | |
| .gitignore | 1 year ago | |
| LICENSE | 1 year ago | |
| README.md | 1 year ago | |
README.md
Sentiment Analysis
提供情感分析相关的各种资源和算法，细分方向按照后缀区分。
Aspect-Based Sentiment Analysis (-ABSA)
CAER-ABSA
Liang, Bin, et al. "Context-aware Embedding for Targeted Aspect-based Sentiment Analysis." Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. 2019. [pdf]
GIN-ABSA
Yin, Rongdi, et al. "Extracting the Collaboration of Entity and Attribute: Gated Interactive Networks for Aspect Sentiment Analysis." CCF International Conference on Natural Language Processing and Chinese Computing. Springer, Cham, 2020. [pdf]
InterGCN-ABSA/AFGCN-ABSA
Liang, Bin, et al. "Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis." Proceedings of the 28th International Conference on Computational Linguistics. 2020. [pdf]
AAGCN-ABSA
Liang, Bin, et al. "Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge." Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 2021. [pdf]
Scon-ABSA
Liang, Bin, et al. "Enhancing Aspect-Based Sentiment Analysis with Supervised Contrastive Learning." Proceedings of the 30th ACM International Conference on Information & Knowledge Management. 2021. [pdf]
SenticGCN-ABSA
Liang, Bin, et al. "Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks." Knowledge-Based Systems (2021): 107643. [pdf]
Emotion Cause Extraction (-ECE)
Trans-ECE
Fan, Chuang, et al. "Transition-based directed graph construction for emotion-cause pair extraction." Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. 2020. [pdf]
MTST-ECE
Fan, Chuang, et al. "Multi-task Sequence Tagging for Emotion-Cause Pair Extraction via Tag Distribution Refinement." IEEE/ACM Transactions on Audio, Speech, and Language Processing (2021). [pdf]