Summary of Facilitating Opinion Diversity Through Hybrid Nlp Approaches, by Michiel Van Der Meer
Facilitating Opinion Diversity through Hybrid NLP Approaches
by Michiel van der Meer
First submitted to arxiv on: 15 May 2024
Categories
- Main: Computation and Language (cs.CL)
- Secondary: Artificial Intelligence (cs.AI)
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| Summary difficulty | Written by | Summary |
|---|---|---|
| High | Paper authors | High Difficulty Summary Read the original abstract here |
| Medium | GrooveSquid.com (original content) | Medium Difficulty Summary This thesis proposal aims to improve citizen participation in decision-making through online discussion forums, leveraging Natural Language Processing (NLP) and hybrid human-AI technologies. It identifies challenges in facilitating large-scale online discussions using NLP and suggests solutions by incorporating these hybrid technologies. The study investigates what these technologies can reveal about individual perspectives in online discussions, proposing a three-layered hierarchy for representing perspectives that combines human intelligence with large language models. This research has the potential to provide insights into the diversity of perspectives and interactions in online discussions. |
| Low | GrooveSquid.com (original content) | Low Difficulty Summary This thesis proposal wants to help people participate more in decisions that affect their communities. It uses special computer programs (NLP) and a mix of human and artificial intelligence to make online conversations easier to understand. The study looks at how these technologies can show what different people think about topics and how they interact with each other. By doing this, the research aims to provide new insights into how people think and share their opinions. |
Keywords
» Artificial intelligence » Natural language processing » Nlp
