#387 · Primary category: AI Tool Directories & Curated Lists

awesome-nlp-sentiment-analysis

deep-learning emotion-analysis machine-learning nlp opinion-target-extraction sentiment-analysis

Collecting NLP datasets, papers, and open-source implementations, focusing on sentiment analysis, emotion cause recognition, and opinion target/word extraction.

Project last updated:11/06/20

GitHub Stars

694

Forks

91

Contributors

2

License

GPL-3.0

Why we included this project

This list is aimed at people doing sentiment analysis and fine-grained opinion mining, particularly on Chinese text. The real value is the curation: it pulls together Chinese-language papers from journals like JCIP that are easy to miss, alongside the better-known ACL and EMNLP work, so you can survey the field without digging through a dozen venues. Entries link to the original paper and, when one exists, a working code repository, which makes it a practical place to start when you want to reproduce a baseline or pick a method to build on. If you are working on aspect-based sentiment analysis or emotion cause detection, this gives you a solid map of the literature and the datasets used to evaluate it.

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