Maia Polo, Weber, Choshen, Sun, Xu & Yurochkin, “tinyBenchmarks: evaluating LLMs with fewer examples,” ICML 2024, arXiv:2402.14992
Source SRC-SL-MAIA-POLO-ET-AL-TINYBENCHMARKS-ICML-2024
Open the original (arXiv; link checked 2026-10-19)
- Type of source
- Peer-reviewed conference paper
- Institutional position
- Academic + industry (University of Michigan and IBM authors)
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Claims that cite this source
- Using item response theory, a method from psychometrics, researchers showed… Claim LD06-SL-C10 (v1.0)
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- PEER_REVIEWED_CONFERENCE_PAPER
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- Registry “Linked claim” (logical Claim identity; never a pinned version)
- LD06-SL-C10
- Cited in field 6 of
- LD06-SL-C10--v1.0
Research-of-record provenance
Materialized by sociolens-materializer 0.6.0 at 2026-09-28T20:00:00.000Z; normalization contract SocioLens — Claim Value Vocabulary v1.0.2 — Pre-Spike Materialization Contract (v1.0.2). Content seal SHA-256 846489be3f723dc937aba9027aaf7a07d29c7a1aad2f3c502a81263b066912ab.
Repository-authored inputs (not Drive exports)
- SocioLens claim — LD06-SL-C10 v1.0 (v1.0) — written in the SocioLens repository by Project Lead (Claude, AI) on 2026-10-15; no Drive identity exists. Authority: AGENTS.md "Authority" (the Project Lead decides research content within the research-integrity rules) and the Owner's choice in the SocioLens project chat on 15 October 2026 to build the LD-06 debate; a new Claim, first version, written from the project's LD-06 source notes, checked against full texts or official abstracts. Block “ENTRY 10 — LD06-SL-C10” SHA-256
37bacaf0195e92d8d1d6360109c3e8ea07ae161e979a73d8fa9e109727d1087e; fixturefixtures/authored/claims/LD06-SL-C10--v1.0.
Builder decisions (not Drive data)
- VERSION = v1.0 — basis: First SocioLens materialized record for this Source identity; no predecessor record exists (Publication System Amendment v1.2 §4). SocioLens Source-record version, not the external source's edition, revision or version of record.
- CURRENT_POINTER = true — basis: Publication System Amendment v1.2 §4: the sole SocioLens record version for this Source identity; the materialization manifest explicitly designates SRC-SL-MAIA-POLO-ET-AL-TINYBENCHMARKS-ICML-2024--v1.0 current.
- VISIBILITY = PUBLIC_REFERENCE — basis: Explicit public provenance selection by LD06-SL-C10--v1.0 (explicit version-pinned public provenance of this ClaimVersion (Amendment v1.2 §6): the pinned field-6 Source record "Maia Polo, Weber, Choshen, Sun, Xu & Yurochkin, “tinyBenchmarks: evaluating LLMs with fewer examples,” ICML 2024, arXiv:2402.14992".) (Amendment v1.2 §4, §6).