@prefix this: <
https://w3id.org/np/RApCaFWLTzWdxDVuebQoJAvjp6Wo01CqAX6Z8b6OlqO0A
> .
@prefix sub: <
https://w3id.org/np/RApCaFWLTzWdxDVuebQoJAvjp6Wo01CqAX6Z8b6OlqO0A#
> .
@prefix rdfs: <
http://www.w3.org/2000/01/rdf-schema#
> .
@prefix xsd: <
http://www.w3.org/2001/XMLSchema#
> .
@prefix np: <
http://www.nanopub.org/nschema#
> .
@prefix npx: <
http://purl.org/nanopub/x/
> .
@prefix dcterms: <
http://purl.org/dc/terms/
> .
@prefix prov: <
http://www.w3.org/ns/prov#
> .
@prefix schema: <
https://schema.org/
> .
@prefix foaf: <
http://xmlns.com/foaf/0.1/
> .
sub:head
{
this:
np:hasAssertion
sub:assertion
;
np:hasProvenance
sub:provenance
;
np:hasPublicationInfo
sub:pubinfo
;
a
np:Nanopublication
.
}
sub:assertion
{
<
https://arxiv.org/abs/2309.13638
> <
https://sense-nets.xyz/hasZoteroItemType
> "preprint" .
sub:assertion
dcterms:creator
<
https://w3id.org/np/RAN3iDVMsE1_visINe_g3tz3oAZtINfq9XyT3kki0XW6U
> ;
<
http://purl.org/spar/cito/linksTo
> <
https://arxiv.org/abs/2309.13638
> ;
rdfs:comment
""" These are cool papers on examining LLMs as statistical systems rather than reasoning system. They look at tasks and evaluate the models' sensitivity to probability even if the tasks themselves are deterministic. https://arxiv.org/abs/2309.13638
""" ;
schema:keywords
"autoregression" , "large-language-models" , "next-word-prediction" , "sensitivity-to-probability" .
}
sub:provenance
{
<
https://sense-nets.xyz/
>
a
prov:SoftwareAgent
;
prov:actedOnBehalfOf
<
https://w3id.org/np/RAN3iDVMsE1_visINe_g3tz3oAZtINfq9XyT3kki0XW6U
> .
<
https://w3id.org/np/RAN3iDVMsE1_visINe_g3tz3oAZtINfq9XyT3kki0XW6U
>
foaf:account
<
https://bsky.app/profile/weswalla.bsky.social
> .
sub:activity
a
<
https://sense-nets.xyz/unsupervisedActivity
> ;
prov:wasAssociatedWith
<
https://sense-nets.xyz/
> .
sub:assertion
prov:linksTo
<
https://bsky.app/profile/weswalla.bsky.social/post/3l5pauasah72q
> ;
prov:wasAssociatedWith
<
https://bsky.app/profile/weswalla.bsky.social
> ;
prov:wasAttributedTo
<
https://w3id.org/np/RAN3iDVMsE1_visINe_g3tz3oAZtINfq9XyT3kki0XW6U
> ;
prov:wasGeneratedBy
sub:activity
.
}
sub:pubinfo
{
<
https://w3id.org/np/RAN3iDVMsE1_visINe_g3tz3oAZtINfq9XyT3kki0XW6U
>
foaf:name
"Wesley Finck" .
sub:sig
npx:hasAlgorithm
"RSA" ;
npx:hasPublicKey
"MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAoWenJzEuzPmfkMRSKSwCflfKiFtZOzacYCEF6/CSHmpWQRN/zqsOXbIWUM+l/ePd8Cj7eBPpEX7XFZyhSK6EmNAWmn2/i7RsJI9El1YUDgeI7Re3BV1ZSja09b8oFAqkyI3QMK23M4D/l/hg/L1h7PMamUj+zZL4mP+x+bnX+gxezjfodZrNZhJO4JtK8INFo3AHTEUYakWSl1KV6veWokccyEWhThaNSK7QnnS2Eyfb2lLsKqYYi+CtIdX2ANnLFprVN33VvKpSoliM8J4ZQtK4JOEmWYA1md+2Sp1VDHNykmuJuwLwBzp3V0fu29egfoPv8/o1rR8KNJToyPFhSQIDAQAB" ;
npx:hasSignature
"Fb1QQ52/9wHJEASCXxf96FunhWohrtknL33Et4xpbvPBZm0fpGImBybYy6djeM/XWRSO8kkqgFYy8WwnXH0XCLXFomuvuhaO11gD8Gg0+jHcsoJvlHl1klXPjlYjPRFQtu42Go9oWEzhIPi6eEK4aE42O1qaD8pbPikRC5ay4xXxcK7chyVBaEpjaHNvZPtMPrvgOCVQhiISw2lY7ypEJXino4rmlDJOYgZeYskzrr6tAMliRJlVbOXK8hjm/A7hbJVttxCb2EMqQMtgQT9eAACOhK02rG3fjc6n5d0/1/PTYd+pErQ5nN0Osjgzenkvfm3QaTXDz08x9YkxXNTGOA==" ;
npx:hasSignatureTarget
this:
;
npx:singedBy
<
https://sense-nets.xyz/
> ;
prov:wasAssociatedWith
<
https://w3id.org/np/RAN3iDVMsE1_visINe_g3tz3oAZtINfq9XyT3kki0XW6UsigningDelegation
> .
this:
dcterms:created
"2024-10-04T17:18:23.705Z"^^
xsd:dateTime
;
dcterms:creator
<
https://w3id.org/np/RAN3iDVMsE1_visINe_g3tz3oAZtINfq9XyT3kki0XW6U
> ;
dcterms:license
<
https://creativecommons.org/licenses/by/4.0/
> ;
npx:hasNanopubType
<
https://sense-nets.xyz/SemanticPost
> ;
npx:wasCreatedAt
<
https://sense-nets.xyz/
> ;
rdfs:label
"CoSMO Semantic Post" ;
<
https://sense-nets.xyz/hasRootSigner
> "0x4E5A0CD736B08E8AC88b5a2C02aa30702C6782D5" .
}