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