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load_examples

Syntologyentry name in harvested coderead from the graph 2026-09-24

load_examples appears in the code Syntology harvested for 9 papers, as 12 distinct code bodies found in 13 places (a place is one code body under one paper). At least one of them ran in 3 of the papers; 0 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named load_examples do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 4 of the 12 distinct code bodies named load_examples; 8 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
4ran
8unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 1 of the 13 places is pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

9 papers shown of 9, newest first; 13 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 2 papers added by Syntology; 3 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Prefilling-dLLM: Predictive Prefilling for Long-Context Inference in Diffusion Language Models added by Syntology 2026-06 (from id) menik1126/Prefilling-dLLM/prefilling_dllm_eval/eval_fastdllm_parallelcomp_scbench.py 2423c7f82a371875 ran MIT (permissive)
Accommodation and Epistemic Vigilance: A Pragmatic Account of Why LLMs Fail to Challenge Harmful Beliefs added by Syntology 2026-01 (from id) myracheng/accommodation/evaluation_scripts/cancereval.py 8ad32edd59d3b14a unverified no licence file found · pointer only
Adaptable Logical Control for Large Language Models 19 Jun 2024 joshuacnf/Ctrl-G/distillation/lvd_hmm.py 89f1bdb63107dedb ran MIT (permissive)
Adaptable Logical Control for Large Language Models 19 Jun 2024 joshuacnf/Ctrl-G/distillation_vllm/lvd_hmm.py d7065ff3317ecdf8 ran MIT (permissive)
Mind Your Format: Towards Consistent Evaluation of In-Context Learning Improvements 12 Jan 2024 yandex-research/mind-your-format/examples.py 6047b9a8b85a7ea6 ran Apache-2.0 (permissive)
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval 5 Sep 2022 khuangaf/concrete/src/xfact_eval.py 0ff469fd7e461be9 unverified Apache-2.0 (permissive)
X-FACT: A New Benchmark Dataset for Multilingual Fact Checking 17 Jun 2021 utahnlp/x-fact/transformers/calculate_fscore.py 0ff469fd7e461be9 unverified MIT (permissive)
X-FACT: A New Benchmark Dataset for Multilingual Fact Checking 17 Jun 2021 utahnlp/x-fact/transformers/format_xfact_to_sst2.py db6cdf5092632d53 unverified MIT (permissive)
X-FACT: A New Benchmark Dataset for Multilingual Fact Checking 17 Jun 2021 utahnlp/x-fact/transformers/randomize_snippets.py f04e5c9effb7af68 unverified MIT (permissive)
X-FACT: A New Benchmark Dataset for Multilingual Fact Checking 17 Jun 2021 utahnlp/x-fact/transformers/remove_labels.py 35dcc7eeb3e15598 unverified MIT (permissive)
arXiv:aaai_29726 shesshan/CEIB/utils/data_utils.py e345fd83104bebbf unverified MIT (permissive)
arXiv:2023.findings-emnlp.179 noewangjy/SP-CoT/tasks/build_pseudo_dataset.py a11709598ddc989b unverified Apache-2.0 (permissive)
arXiv:2021.findings-emnlp.386 lbe0613/GCC/finetune/run_finetune.py 5cf3da838aa2bab8 unverified MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections