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## Conclusions | ||
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We are in the very early stages of exploring the use of LLM's for semantic mapping problems, but given the performance that even current LLM's already exhibit on complex matching problems, it is likely that this field is going to move fast. One very strong advantage LLMs already exhibit compared to SOTA matching tools is a much more straight forward | ||
We are in the early stages of exploring the use of LLM's for semantic mapping problems, but given the performance that even current LLM's already exhibit on complex matching problems, it is likely that this field is going to move fast. |
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@@ -26,6 +26,26 @@ authors: | |
email: [email protected] | ||
affiliations: | ||
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720 | ||
- github: caufieldjh | ||
name: J. Harry Caufield | ||
initials: jhc | ||
orcid: https://orcid.org/0000-0001-5705-7831 | ||
email: [email protected] | ||
affiliations: | ||
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720 | ||
corresponding: false | ||
funders: | ||
- Grant Director, Office of Science, Office of Basic Energy Sciences of the U.S. Department of Energy Contract No. DE-AC02-05CH11231 | ||
- github: justaddcoffee | ||
name: Justin Reese | ||
initials: jr | ||
orcid: https://orcid.org/0000-0002-2170-2250 | ||
email: [email protected] | ||
affiliations: | ||
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720 | ||
corresponding: true | ||
funders: | ||
- Grant Director, Office of Science, Office of Basic Energy Sciences of the U.S. Department of Energy Contract No. DE-AC02-05CH11231 | ||
- github: yy20716 | ||
name: Hyeongsik Kim | ||
initials: HK | ||
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@@ -41,3 +61,4 @@ authors: | |
affiliations: | ||
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720 | ||
corresponding: true | ||
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