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README.md

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 license: apache-2.0
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-An example chatbot using [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).
+## References
+
+- [Re-Reading Improves Reasoning in Large Language Models](https://arxiv.org/abs/2309.06275)
+- [In-Context Principle Learning from Mistakes](https://arxiv.org/abs/2402.05403)
+- [Planning In Natural Language Improves LLM Search For Code Generation](https://arxiv.org/abs/2409.03733)
+- [Self-Consistency Improves Chain of Thought Reasoning in Language Models](https://arxiv.org/abs/2203.11171)
+- [Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers](https://arxiv.org/abs/2408.06195)
+- [Mixture-of-Agents Enhances Large Language Model Capabilities](https://arxiv.org/abs/2406.04692)
+- [Prover-Verifier Games improve legibility of LLM outputs](https://arxiv.org/abs/2407.13692)
+- [Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning](https://arxiv.org/abs/2405.00451)
+- [Unsupervised Evaluation of Code LLMs with Round-Trip Correctness](https://arxiv.org/abs/2402.08699)
+- [Patched MOA: optimizing inference for diverse software development tasks](https://arxiv.org/abs/2407.18521)
+- [Patched RTC: evaluating LLMs for diverse software development tasks](https://arxiv.org/abs/2407.16557)