Home › Code › remove_punctuation

remove_punctuation

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

remove_punctuation appears in the code Syntology harvested for 14 papers, as 14 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 5 of the papers; 5 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_punctuation 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 5 of the 14 distinct code bodies named remove_punctuation; 9 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
3ran · our draft was wrong
0ran · fixture could not drive it
2ran
9unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 14 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

14 papers shown of 14, newest first; 14 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 3 papers added by Syntology; 1 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
MPCEval: A Benchmark for Multi-Party Conversation Generation added by Syntology 2026-03 (from id) Owen-Yang-18/MPCEval/src/local_content_unsupervised/message.py cad4ae349da9e797 unverified no licence file found · pointer only
Multimodal In-context Learning for ASR of Low-resource Languages added by Syntology 2026-01 (from id) ZL-KA/MICL/utils.py e95ee381ed8fb2dd unverified no licence file found · pointer only
Spatial Preference Rewarding for MLLMs Spatial Understanding added by Syntology 2025-10 (from id) hanqiu-hq/SPR/eval/ferret/model_flickr.py f65f7ca4ffcd4fa6 unverified no licence file found · pointer only
arXiv:2504.05457 2025-04 (from id) vesteinn/vlm-eval/src/vlmeval/calculate_scores/map_predictions.py 6dc5cdc318a06eca ran · our draft was wrong fingerprinted no licence file found · pointer only
Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning 25 Jan 2025 chenyiqun/MMOA-RAG/LLaMA-Factory/src/llamafactory/train/ppo/trainer_qr_s_g.py a6d95c1b612d9b81 ran · our draft was wrong fingerprinted no licence file found · pointer only
Turning Logic Against Itself : Probing Model Defenses Through Contrastive Questions 3 Jan 2025 UKPLab/emnlp2025-poate-attack/poate_attack/data_creation/generate_test_data.py 63a21a195abc5634 unverified Apache-2.0 (permissive)
SceneGenAgent: Precise Industrial Scene Generation with Coding Agent 29 Oct 2024 thudm/scenegenagent/sceneinstruct/minhash.py 6379d172938408fe unverified Apache-2.0 (permissive)
Med-PMC: Medical Personalized Multi-modal Consultation with a Proactive Ask-First-Observe-Next Paradigm 16 Aug 2024 liuhc0428/med-pmc/src/metrics/doctor_calaulate_infor.py 307e937536bd67cc ran fingerprinted no licence file found · pointer only
GPQA: A Graduate-Level Google-Proof Q&A Benchmark 20 Nov 2023 idavidrein/gpqa/baselines/open_book.py bc5679c991d7d2e6 ran fingerprinted MIT (permissive)
Do Large Language Models Know What They Don't Know? 29 May 2023 yinzhangyue/selfaware/code/eval_model.py 756ab533b15630b9 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations 5 Apr 2022 explainableml/clevr-x/question_generation/text_template_handling.py 4756f083ebef1e12 unverified BSD-3-Clause (permissive)
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing 14 Oct 2021 mbzuai-nlp/artst/scripts/ASR/evaluation.py 720bf60a08824a68 unverified no licence file found · pointer only
Revisiting Pre-Trained Models for Chinese Natural Language Processing 29 Apr 2020 ymcui/Chinese-ELECTRA/cmrc2018_drcd_evaluate.py 5a2e0cd001c9f26b unverified Apache-2.0 (permissive)
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset 28 Nov 2016 microsoft/MSMARCO-Question-Answering/Evaluation/eval_exp.py 0a2e4a7e57b0e25a 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