Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T21:10:35.206608Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2412.04947.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T21:10:35.206608Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
13 of 13 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e0091dda-622f-423b-ae42-971192950213 · outbound
C$^2$LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation In each cluster, theses whose cosine similarities to the centroid are of the lowest 25% portion are treated as outliers and discarded
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b0dbb717-65da-408e-9b53-0320ac9165c8 · outbound
C$^2$LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation The claim sug- gests
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation deec27e6-730f-483b-b391-45c441c18323 · outbound
C$^2$LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation open”) or has limited-access via APIs (“limited
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 15db959a-ffac-440c-8742-ea735da89260 · outbound
C$^2$LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation In Findings of the Association for Computational Lin- guistics: EMNLP 2024, pages 16131–16161, Miami, Florida, USA
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5b6a7181-7faa-4e0f-b52b-09b32b0c7536 · outbound
C$^2$LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfc745e1-9f25-4575-a545-a263e6708880 · outbound
C$^2$LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e959fbb2-d2da-4759-8552-aaf16c8b38e3 · outbound
C$^2$LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation Protecting Copyrighted Material with Unique Identifiers in Large Language Model Training
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0a12a8ae-8f99-4c59-871b-4f7b30932bb4 · outbound
C$^2$LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation 求你了,”她说,“请听我说。我是无辜的,我不应 该盗这儿来。 这一刻,特蕾西彻底明白了。她心里开始紧张起来了。“求你 了,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 10bae4c4-b63e-45b1-ba69-bb3fb1497cee · outbound
C$^2$LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation InternLM2 Technical Report
Reference 2020
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9c46d1b-d396-46de-b887-109de254ed97 · outbound
C$^2$LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation Training Verifiers to Solve Math Word Problems
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 496bbc29-aa5d-4013-9cc9-e5810ee50300 · outbound
C$^2$LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation Holistic Evaluation of Language Models
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1fd342f-1825-465d-aacd-248e310052f3 · outbound
C$^2$LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd4a9ce3-01b7-494b-946c-6097e04851e0 · outbound
C$^2$LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation LiveBench: A Challenging, Contamination-Limited LLM Benchmark
Reference 4012
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.