ResilientML – Expansion of Sentiment Data

Data is the modern oil of the blockchain economy. ResilientML Semantic Reservoirs will bring a vast collection of carefully crafted semantic and linguistically tailored data sets curated by experts in Natural Language Processing for utilization directly in machine learning methods and sentiment models running in the Ocean environment and available through the Ocean marketplace via the ResilientML NLP data app.

Full Proposal

https://port.oceanprotocol.com/t/proposal-round-7-resilientml-expansion-of-sentiment-data-adding-sentence-structure-features/727/2

Grant Deliverables

1. ResilientML will vastly expand our current dataset (TASPEL) on the Ocean marketplace – as detailed above.
2. Furthermore, we will publish a new dataset to provide the extracted Semantic features, such as bag-of-words, matrix factorization - deep learning-based word embeddings, as shown in Stage 2 the Value-Add Pipeline (VAP) in Figure 1

Month 1:

• Complete prototyping of stages 1 – 4.
• Publish datasets to Ocean marketplace. Month 2:
• Maintenance and data support for data buyers.
• Submit academic research paper to journal

Engage in community conversation, questions and feedback

https://discord.com/channels/612953348487905282/776848812534398986

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