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add citation
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victoryang00 committed Sep 11, 2024
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2 changes: 1 addition & 1 deletion Makefile
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.PHONY: linux mails/bpf data/feature-versions.yaml agent/questionaire
linux:
git clone https://github.com/torvalds/linux
git clone https://github.com/torvalds/linux --depth=1

mails/bpf:
cd mails && git clone --mirror http://lore.kernel.org/bpf/0 bpf/git/0.git
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13 changes: 11 additions & 2 deletions README.md
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Expand Up @@ -28,8 +28,8 @@ The result can be found in [report_ebpf.md](report_ebpf.md).

- Researcher has proved that LLM can acheive similar level as human when doing summary/survey/questionare task in Market, Chemistry... Such system is also deployed and explored in production for... (See the citation)
- why not other methods?
- domain knowledgeit(cite)
- unstruct data (cite)
- domain knowledge (cite)
- unstructured data(cite)
- human expert is too expensive and impossible for such task

What question can llm help answer but other cannot?
Expand All @@ -55,3 +55,12 @@ What question can llm help answer but other cannot?

## reference

1. domain knowledge
1. [Knowledge solver: Teaching llms to search for domain knowledge from knowledge graphs](https://proceedings.neurips.cc/paper_files/paper/2023/hash/1190733f217404edc8a7f4e15a57f301-Abstract-Datasets_and_Benchmarks.html)
2. [Openagi: When llm meets domain experts](https://arxiv.org/abs/2309.03118)
2. unstructured data
1. [Embedding-based Retrieval with LLM for Effective Agriculture Information Extracting from Unstructured Data](https://arxiv.org/abs/2308.03107)
3. kernel mail
1. [How to Communicate when Submitting Patches: An Empirical Study of the Linux Kernel](https://dl.acm.org/doi/abs/10.1145/3359210?casa_token=5CrG9X-8QNgAAAAA:mm-N0p2baZSzxgfNbBcSi5HYBF67jdM7VZlJfTbhI2ht2cv1oCHRSL_FRPmM7DHr6ISpV91szCTOEg)
2. [Differentiating Communication Styles of Leaders on the Linux Kernel Mailing List](https://dl.acm.org/doi/abs/10.1145/2957792.2957801?casa_token=VMchS_jhea0AAAAA:EubJDL_ftM5jmV3_yzwWzDLvLq8hAsexZnss1x3j754OZr4VNENST_tSl0ijQEBnVg5AaFWpZGf3kQ)
3. [An Empirical Study on the Challenges of eBPF Application Development](https://dl.acm.org/doi/abs/10.1145/3672197.3673429)
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