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Full identifier: https://w3id.org/np/RAmS1KQ103xMFff7_icnwLhkxSj-dAhF6-MjA42488t0I#sig

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Minted in Nanopublication

CoSMO Semantic Post SemanticPost comment approve/disapprove edit as derived nanopublication

https://www.alphaxiv.org/abs/2408.16961 2408.16961 https://sense-nets.xyz/hasZoteroItemType hasZoteroItemType (this is a literal) "webpage" .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAmS1KQ103...#assertion this assertion http://purl.org/dc/terms/creator creator https://w3id.org/np/RAoSadUw99... Leshem Choshen 🤖🤗 @ICML wanna talk? .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAmS1KQ103...#assertion this assertion http://www.w3.org/2000/01/rdf-schema#comment comment (this is a literal) " Human feedback is critical for aligning LLMs, so why don’t we collect it in the open ecosystem?🧐 We (15 orgs) gathered the key issues and next steps. Envisioning a community-driven feedback platform, like Wikipedia https://www.alphaxiv.org/abs/2408.16961 🧵 https://twitter.com/LChoshen/status/1831708316982231235/photo/1 We define 5 axes of openness: Methodology (how its collected) Access (who can use it) Models (one\many) Contributors (as diverse as its uses?) Time (keeps updating? closed models improve over several feedback iterations, and of course, models change) Is current feedback open?🥶 https://twitter.com/LChoshen/status/1831708319855362549/photo/1 In our paper, we first learn from peer production efforts like wiki and stack overflow. These case studies tell us how important it is to align incentives of different bodies, allow the community to dictate the policies, etc. Then, we hone on 6 crucial areas to develop open human feedback ecosystems: Incentives to contribute, reducing contribution efforts, getting expert and diverse feedback, ongoing dynamic feedback, privacy and legal issues. https://twitter.com/LChoshen/status/1831708324284522965/photo/1 We believe a successful ecosystem must center around feedback loops where anyone can spin up a community model, for storytelling, Bengali or anything else Others can use it, give feedback, and benefit from a model that keeps improving with the contributions https://twitter.com/LChoshen/status/1831708326717161683/photo/1 The feedback from all models will be open and collected in one pool, helping beyond the specialized models created to future research and general improvement This was a huge effort and the paper is packed with ideas thanks to: #deepRead @Shachar_Don @ben_burtenshaw @RamonAstudill12 @cailean_osborne @MimansaJ @tzushengkuo @wzhao_nlp @IdanShenfeld @TheAndiPenguin @Yurochkin_M @Dr_Atoosa @YangsiboHuang @tatsu_hashimoto @YJernite @dvilasuero @AbendOmri @jen_gineered @sarahookr @hannahrosekirk Note, we don't only preach open, this was open with contributions from so many organizations @CohereForAI @MITIBMLab @IBMResearch @huggingface @nlphuji @UniofOxford @MIT_CSAIL @StanfordHAI @turinginst @princeton_nlp @cmuhcii @EdinburghUni @cornell_tech Please ask us anything, share, discuss and talk to us, we are going to make it real! Together! Much much more in the paper: https://www.alphaxiv.org/abs/2408.16961 " .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAmS1KQ103...#assertion this assertion https://schema.org/keywords keywords (this is a literal) "LLMs" .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAmS1KQ103...#assertion this assertion https://schema.org/keywords keywords (this is a literal) "communitydriven" .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAmS1KQ103...#assertion this assertion https://schema.org/keywords keywords (this is a literal) "deepRead" .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAmS1KQ103...#assertion this assertion https://schema.org/keywords keywords (this is a literal) "humanfeedback" .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAmS1KQ103...#assertion this assertion https://schema.org/keywords keywords (this is a literal) "openecosystem" .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAmS1KQ103...#assertion this assertion https://sense-nets.xyz/announcesResource announcesResource https://www.alphaxiv.org/abs/2408.16961 2408.16961 .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAmS1KQ103...#assertion this assertion https://sense-nets.xyz/recommends recommends https://www.alphaxiv.org/abs/2408.16961 2408.16961 .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAmS1KQ103...#assertion this assertion https://sense-nets.xyz/summarizes summarizes https://www.alphaxiv.org/abs/2408.16961 2408.16961 .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAmS1KQ103...#assertion The assertion above http://www.w3.org/ns/prov#linksTo linksTo https://x.com/LChoshen/status/1831708316982231235 status/1831708316982231235 .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAmS1KQ103...#assertion The assertion above http://www.w3.org/ns/prov#wasAssociatedWith wasAssociatedWith https://x.com/LChoshen LChoshen .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAmS1KQ103...#assertion The assertion above http://www.w3.org/ns/prov#wasAttributedTo wasAttributedTo https://orcid.org/0000-0002-0085-6496 0000-0002-0085-6496 .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAmS1KQ103...#assertion The assertion above http://www.w3.org/ns/prov#wasAttributedTo wasAttributedTo https://w3id.org/np/RAoSadUw99... Leshem Choshen 🤖🤗 @ICML wanna talk? .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAmS1KQ103...#assertion The assertion above http://www.w3.org/ns/prov#wasGeneratedBy wasGeneratedBy This is a local identifier minted within the nanopublication. https://w3id.org/np/RAmS1KQ103...#activity activity .

https://sense-nets.xyz/ Sensenets http://www.w3.org/1999/02/22-rdf-syntax-ns#type type http://www.w3.org/ns/prov#SoftwareAgent SoftwareAgent .

https://sense-nets.xyz/ Sensenets http://www.w3.org/ns/prov#actedOnBehalfOf actedOnBehalfOf https://w3id.org/np/RAoSadUw99... Leshem Choshen 🤖🤗 @ICML wanna talk? .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAmS1KQ103...#activity activity http://www.w3.org/1999/02/22-rdf-syntax-ns#type type https://sense-nets.xyz/supervisedActivity supervisedActivity .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAmS1KQ103...#activity activity http://www.w3.org/ns/prov#wasAssociatedWith wasAssociatedWith https://sense-nets.xyz/ Sensenets .

https://w3id.org/np/RAoSadUw99... Leshem Choshen 🤖🤗 @ICML wanna talk? http://xmlns.com/foaf/0.1/account account https://orcid.org/0000-0002-0085-6496 0000-0002-0085-6496 .

https://w3id.org/np/RAoSadUw99... Leshem Choshen 🤖🤗 @ICML wanna talk? http://xmlns.com/foaf/0.1/account account https://x.com/LChoshen LChoshen .

https://w3id.org/np/RAoSadUw99... Leshem Choshen 🤖🤗 @ICML wanna talk? http://xmlns.com/foaf/0.1/name has the name (this is a literal) "Leshem Choshen 🤖🤗 @ICML wanna talk?" .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAmS1KQ103... This nanopublication http://www.w3.org/2000/01/rdf-schema#label has the label (this is a literal) "CoSMO Semantic Post" .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAmS1KQ103... This nanopublication http://purl.org/nanopub/x/hasNanopubType has the type https://sense-nets.xyz/SemanticPost SemanticPost .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAmS1KQ103... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal) "2024-09-05T18:07:39.354Z" .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAmS1KQ103...#sig sig http://purl.org/nanopub/x/hasSignatureTarget has as target This is the identifier for this whole nanopublication. https://w3id.org/np/RAmS1KQ103... this nanopublication .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAmS1KQ103...#sig sig http://purl.org/nanopub/x/hasAlgorithm has the algorithm (this is a literal) "RSA" .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAmS1KQ103...#sig sig http://purl.org/nanopub/x/hasPublicKey has the public key (this is a literal) "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEArHtI92jm8pAYVsvJabxLGfOT+7G0JyJGh2gwjB5x2pFPga6wWTd+rNBWWUZViIFnaJrBEsJpgdnoupLU9ppwn+khMiGRfxqGsDDzwHcj3Jc75CRys7d3etwXdBdoXfBgjsJiZBazwm13idr6tljRrC1TaEJBnRQAqzBw9cLDeGY77cSznzXT39feUGT168dpCSE9O6u/48DvvWVqciHGsH9cQ+LroJJVsMrorwtsdZnAK+q48wtIP6pIpw5shSJ5LnA0qeN/f4TvTFDV6ItYIXjiWWpTECc/Bxmfnyat3B5xWCu9nvz8fEs7Ns0TuzQwT3/K55iSKDEIi/E0nO97xwIDAQAB" .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAmS1KQ103...#sig sig http://purl.org/nanopub/x/hasSignature has the signature (this is a literal) "c+TcSl1OTytUG6viQ407ucCmFFbg/ub4luPcAQIYcR7vRb+PusWvJefmZBqh7PcPGCRU9ype5ZM6zVyHMJsV9f++VX+rtRcSJgkc8PwHdv5rdNZLGhRdHrhEbLrTgKev5BotRosf3V7WaXYGJ2n4P0DO51OVyrLBl3u1pYaGXjTVmO0tY9AeR7Gd36BJnyBqPp2l7FfysrYl5uXeuPq69b38sXSiJ4Brg4FU9t9ZIfPixo/wpZLT5LupxpTHz/cjPkY8L75d7zAovHENF1xevHGbe2u3od5+njlQNSAIMWHSPX2njIcxKR9FIL8AkoLWHt/aGEMJ0l+znFemGJlupg==" .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAmS1KQ103... This nanopublication http://purl.org/nanopub/x/wasCreatedAt was created at https://sense-nets.xyz/ Sensenets .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAmS1KQ103...#sig sig http://purl.org/nanopub/x/singedBy singedBy https://sense-nets.xyz/ Sensenets .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAmS1KQ103...#sig sig http://www.w3.org/ns/prov#wasAssociatedWith wasAssociatedWith https://w3id.org/np/RAoSadUw99...T86OrTzk16VtssigningDelegation RAoSadUw99CeqDlR2400018nqTzR_38fT86OrTzk16VtssigningDelegation .

https://w3id.org/np/RAoSadUw99... Leshem Choshen 🤖🤗 @ICML wanna talk? http://xmlns.com/foaf/0.1/account account https://orcid.org/0000-0002-0085-6496 0000-0002-0085-6496 .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAmS1KQ103... this nanopublication http://purl.org/dc/terms/creator creator https://w3id.org/np/RAoSadUw99... Leshem Choshen 🤖🤗 @ICML wanna talk? .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAmS1KQ103... this nanopublication http://purl.org/dc/terms/license license https://creativecommons.org/licenses/by/4.0/ 4.0 .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAmS1KQ103... this nanopublication http://www.w3.org/ns/prov#wasAttributedTo wasAttributedTo https://orcid.org/0000-0002-0085-6496 0000-0002-0085-6496 .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAmS1KQ103... this nanopublication https://sense-nets.xyz/hasRootSigner hasRootSigner (this is a literal) "0xf6ECcfD463afB464dcC85b051DF2E93E2646E6D2" .

Sensenets, 5 Sep 2024, 18:07:39 UTC

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