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parse_file

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

parse_file appears in the code Syntology harvested for 9 papers, as 10 distinct code bodies found in 10 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 parse_file 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 10 distinct code bodies named parse_file; 6 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
3ran
6unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 10 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

9 papers shown of 9, newest first; 10 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. 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
A Joint-Distribution Route to Fair Representations with Continuous Sensitive Attributes added by Syntology 2026-08 (from id) Yijin911/FRHSIC/experiments/compute_matched_aup.py 2c3621cd01e12cc1 ran MIT (permissive)
A Joint-Distribution Route to Fair Representations with Continuous Sensitive Attributes added by Syntology 2026-08 (from id) Yijin911/FRHSIC/experiments/compute_pareto_summary.py 40ba51bc6026b2a9 ran MIT (permissive)
An AI-powered Bayesian Generative Modeling Approach for Arbitrary Conditional Inference added by Syntology 2026-01 (from id) liuq-lab/bayesgm/src/bayesgm/utils/data_io.py 68474fd11e08b18e unverified MIT (permissive)
Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking 11 Jun 2025 princeton-pli/QRHead/exp_scripts/generation/eval_generation_clipper.py 1340e53f675329ea unverified MIT (permissive)
CoverUp: Effective High Coverage Test Generation for Python 24 Mar 2024 plasma-umass/coverup/src/coverup/codeinfo.py 7bb4f87378c340a8 ran Apache-2.0 (permissive)
MELTing point: Mobile Evaluation of Language Transformers 19 Mar 2024 brave-experiments/melt-public/src/parsers/utils/utils.py ef5a8d3df237c9ff unverified licence not identified · pointer only
Real or Fake Text?: Investigating Human Ability to Detect Boundaries Between Human-Written and Machine-Generated Text 24 Dec 2022 liamdugan/human-detection/generation/process_datasets/process-Speeches.py 8a6414ef46ee5bc8 unverified MIT (permissive)
CMT: Convolutional Neural Networks Meet Vision Transformers 13 Jul 2021 FlyEgle/CMT-pytorch/utils/calculate_acc.py fab5a21985473f72 ran · honoured contract no licence file found · pointer only
Scaling Up Exact Neural Network Compression by ReLU Stability 15 Feb 2021 yuxwind/exactcompression/get_activation_patterns.py d04f5ead368dc743 unverified no licence file found · pointer only
FlauBERT: Unsupervised Language Model Pre-training for French 11 Dec 2019 TheophileBlard/french-sentiment-analysis-with-bert/utils_acl.py 7843e5379321e72d 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