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remove_punc

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

remove_punc appears in the code Syntology harvested for 11 papers, as 8 distinct code bodies found in 11 places (a place is one code body under one paper). At least one of them ran in 5 of the papers; 3 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 remove_punc 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 3 of the 8 distinct code bodies named remove_punc; 5 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
3ran
5unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 11 places are 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

11 papers shown of 11, newest first; 11 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 1 papers added by Syntology; 2 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
The Powerless Noise: How Experimental Settings Shape the Reported Power of Noise added by Syntology 2026-07 (from id) ina0105/The-Power-of-Noise-Reproduction/src/normalize_answers.py 0df87f1243dd7242 ran fingerprinted no licence file found · pointer only
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly 15 May 2025 edinburghnlp/mmlongbench/utils.py fa327137ea6df854 unverified MIT (permissive)
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home 22 Jan 2025 s-nlp/AdaRAGUE/SeaKR/eval_utils.py 12c87f537e859253 ran fingerprinted MIT (permissive)
Enhancing LLM's Cognition via Structurization 23 Jul 2024 alibaba/struxgpt/src/utils/str.py f4690551fb95968a unverified MIT (permissive)
Enhancing Visual Question Answering through Question-Driven Image Captions as Prompts 12 Apr 2024 ovguyo/captions-in-vqa/preprocess.py 7563ea0194792863 ran fingerprinted MIT (permissive)
When Do LLMs Need Retrieval Augmentation? Mitigating LLMs' Overconfidence Helps Retrieval Augmentation 18 Feb 2024 shiyunee/when-to-retrieve/utils/preprocess.py 12c87f537e859253 ran fingerprinted no licence file found · pointer only
The Power of Noise: Redefining Retrieval for RAG Systems 26 Jan 2024 florin-git/The-Power-of-Noise/src/normalize_answers.py 0df87f1243dd7242 ran fingerprinted GPL-3.0 (copyleft) · pointer only
MPMQA: Multimodal Question Answering on Product Manuals 19 Apr 2023 AIM3-RUC/MPMQA/evaluate.py 48ee7bb6c76a6eee unverified Apache-2.0 (permissive)
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data 16 Mar 2022 microsoft/REINA/src/reina.py 700b0b5a2062248f unverified MIT (permissive)
arXiv:ijcai2022_0597 mayank31398/VRAG/src_faiss/data.py 6b73ca403798e284 unverified Apache-2.0 (permissive)
arXiv:2025.acl-long.1425 D2I-ai/struxgpt/src/utils/str.py f4690551fb95968a 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