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levenshtein_distance

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

levenshtein_distance appears in the code Syntology harvested for 18 papers, as 12 distinct code bodies found in 20 places (a place is one code body under one paper). At least one of them ran in 12 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 levenshtein_distance 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 7 of the 12 distinct code bodies named levenshtein_distance; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

3ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
4ran
5unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 20 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

18 papers shown of 18, newest first; 20 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
Towards Efficient Constraint Handling in Neural Solvers for Routing Problems added by Syntology 2026-02 (from id) jieyibi/CaR-constraint/analysis/similarity.py d345ac1930735cb8 unverified MIT (permissive)
Muse: Towards Reproducible Long-Form Song Generation with Fine-Grained Style Control added by Syntology 2026-01 (from id) yuhui1038/Muse/eval_pipeline/phoneme_utils.py cb01272840d69137 unverified MIT (permissive)
MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval added by Syntology 2025-09 (from id) WxxShirley/MoLoRAG/evaluate/eval_qa.py 5fbdf0aff19a1398 unverified no licence file found · pointer only
Parameter Efficient Instruction Tuning: An Empirical Study 25 Nov 2024 identical code first harvested elsewhere 01f1ac304787218d ran · honoured contract fingerprinted licence of this copy not recorded
Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation 7 Nov 2024 identical code first harvested elsewhere d267d33e45b87bcd ran · honoured contract fingerprinted licence of this copy not recorded
SSR-Speech: Towards Stable, Safe and Robust Zero-shot Text-based Speech Editing and Synthesis 11 Sep 2024 WangHelin1997/SSR-Speech/edit_utils_en.py 922c92e8fa2727c6 ran fingerprinted MIT (permissive)
GIFT-SW: Gaussian noise Injected Fine-Tuning of Salient Weights for LLMs 27 Aug 2024 identical code first harvested elsewhere d267d33e45b87bcd ran · honoured contract fingerprinted licence of this copy not recorded
MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations 1 Jul 2024 mayubo2333/mmlongbench-doc/eval/eval_score.py 90a8e73fa6de72a4 ran fingerprinted Apache-2.0 (permissive)
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning 21 Jun 2024 Brandon3964/MultiModal-Task-Vector/eval_mm/infographicsvqa_eval.py 90a8e73fa6de72a4 ran fingerprinted licence not identified · pointer only
Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models 24 Feb 2024 yihongdong/cdd-ted4llms/CDD.py ed2809abeb95c6db ran · honoured contract fingerprinted MIT (permissive)
Scaling Sparse Fine-Tuning to Large Language Models 29 Jan 2024 alanansell/peft/examples/causal_language_modeling/peft_lora_clm_accelerate_ds_zero3_offload.py 01f1ac304787218d ran · honoured contract fingerprinted Apache-2.0 (permissive)
MARG: Multi-Agent Review Generation for Scientific Papers 8 Jan 2024 allenai/marg-reviewer/review_worker/aries/util/edit.py 519a75e4f9f6bd58 unverified Apache-2.0 (permissive)
A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions 14 Dec 2023 facebookresearch/dci/dataset/densely_captioned_images/dataset/spacy_negs.py 90a8e73fa6de72a4 ran fingerprinted no licence file found · pointer only
Do Localization Methods Actually Localize Memorized Data in LLMs? A Tale of Two Benchmarks 15 Nov 2023 terarachang/memdata/downstream.py 7145470f99f9e88b ran Apache-2.0 (permissive)
Do Localization Methods Actually Localize Memorized Data in LLMs? A Tale of Two Benchmarks 15 Nov 2023 terarachang/memdata/downstream_manual.py cb5a6337f362e74e ran Apache-2.0 (permissive)
ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer Reviews 21 Jun 2023 allenai/aries/aries/util/edit.py 519a75e4f9f6bd58 unverified Apache-2.0 (permissive)
A Survey of Large Language Models 31 Mar 2023 huggingface/peft/examples/conditional_generation/peft_lora_seq2seq_accelerate_ds_zero3_offload.py d267d33e45b87bcd ran · honoured contract fingerprinted Apache-2.0 (permissive)
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition 18 Apr 2019 cosmoquester/speech-recognition/speech_recognition/utils.py 2046b512475f2561 unverified MIT (permissive)
arXiv:2024.naacl-long.176 terarachang/MemPi/downstream.py 7145470f99f9e88b ran Apache-2.0 (permissive)
arXiv:2024.naacl-long.176 terarachang/MemPi/downstream_manual.py cb5a6337f362e74e ran Apache-2.0 (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".

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