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lecture 7 updates
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jphall663 committed Feb 11, 2025
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### Lecture 7 Additional Software Tools

* [garak](https://github.com/NVIDIA/garak)

### Lecture 7 Additional Resources

* [Cataloguing LLM Evaluations](https://github.com/aiverify-foundation/LLM-Evals-Catalogue)
* [Generative AI Risk Management Resources](https://github.com/jphall663/gai_risk_management?tab=readme-ov-file)
* [LLM Security and Privacy](https://github.com/chawins/llm-sp)
* [PAI’s Responsible Practices for Synthetic Media](https://syntheticmedia.partnershiponai.org/)

### Lecture 7 Additional Reading

* **Introduction and Background**:

* [_Taxonomy of Risks posed by Language Models_](https://dl.acm.org/doi/pdf/10.1145/3531146.3533088)
* [_On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?_](https://dl.acm.org/doi/10.1145/3442188.3445922)

* **Technical Information**:

* [_DQI: Measuring Data Quality in NLP_](https://arxiv.org/pdf/2005.00816)
* [_The Responsible Foundation Model Development Cheatsheet: A Review of Tools & Resources_](https://arxiv.org/pdf/2406.16746)
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\begin{frame}
\frametitle{\small{Sequence-to-sequence Learning with Recurrent Neural Networks\\ (RNNs, \cite{NIPS2014_a14ac55a})}}
\frametitle{Term Embedding (like \texttt{Word2Vec}, \cite{NIPS2013_9aa42b31})}
\centering
\includegraphics[height=200pt]{../img/rnn.png}
\end{frame}
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