https://github.com/ethical-spectacle/.github

https://github.com/ethical-spectacle/.github

Last synced: 5 months ago
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• Host: GitHub
• URL: https://github.com/ethical-spectacle/.github
• Owner: Ethical-Spectacle
• Created: 2024-08-28T03:22:07.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2024-08-28T06:15:26.000Z (almost 2 years ago)
• Last Synced: 2025-04-03T20:34:20.076Z (about 1 year ago)
• Size: 5.86 KB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Welcome to Our Research Group

We're a non-profit, open-source research group exploring ethical implications and solutions created by state-of-the-art AI/ML developments.

[💻Website](https://ethicalspectacle.org) | [🎓LinkedIn](https://www.linkedin.com/company/ethicalspectacle/) | [👾Discord](https://discord.gg/MMkUr6P8zv) | [📅Meetup](https://www.meetup.com/ethical-spectacle-research/?eventOrigin=event_home_page)

[📅Upcoming Hackathons + Workshops](https://ethicalspectacle.org/hackathons) | [🧠Hackathon Leaderboard](https://ethicalspectacle.org/leaderboard)

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## Current Projects:

Over the summer, our researchers made big strides studying bias detection and agentic network effects.

### Bias Detection

[Project Repo](https://github.com/Ethical-Spectacle/bias-detection/tree/main)

- This is our founding project!!

- We improved upon the architecture proposed in recent bias detection papers, creating models for bias detection and classification in text.

- **Binary Classification:**

    - Blog Post: [BERT for Bias Detection in Text](https://huggingface.co/blog/maximuspowers/bias-detection-in-text)

- **Named Entity Recognition (NER):** We built a synthetic dataset and trained a model to identify generalizations, unfairness, and stereotypes. With these multi-label token classifications, we can detect nested entities (imagine grammarly for social bias).

    - **Blog Post:** [Social Bias NER with BERT](https://huggingface.co/blog/maximuspowers/bias-entity-recognition)

    - **Live Model:** [HF Space](https://huggingface.co/spaces/maximuspowers/bias-detection-ner)

    - **Model Repo:** [HuggingFace](https://huggingface.co/maximuspowers/bias-detection-ner)

- Research paper with our experiments coming in the end of Sept.

- Build something cool with our model at our [Sept 27-29 social bias hackathon](https://ethicalspectacle.org/hackathon?id=8), or learn about it in our [workshops](https://www.meetup.com/ethical-spectacle-research/events/302141069/?eventOrigin=group_events_list)

Researchers:

### Agents Social Network

[Project Repo](https://github.com/Ethical-Spectacle/agents-social-network)

- We use DSPy to build a network where agents can interact, store ideas, and reshare them between 1-on-1 interactions.

- In our research paper (Nov '24) we'll demonstrate the experiments that went into ensure the network's safety, such as stress tests, toxicity guardrails, and relevance evaluations.

- Build the front-end logic to trigger agent interactions between users in our [Agents Hackathon](https://ethicalspectacle.org/hackathon?id=10), check the [project repo](https://github.com/Ethical-Spectacle/agents-social-network) for an example of what you could build.

- Lot's more info and workshops to come soon from this project!!

Researchers:

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Partners: