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pack_wrapper

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

pack_wrapper appears in the code Syntology harvested for 13 papers, as 6 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 8 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 pack_wrapper 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 2 of the 6 distinct code bodies named pack_wrapper; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
1ran · fixture could not drive it
0ran
4unverified
0fingerprinted

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

13 papers shown of 13, 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 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
Precision Recall Controllable Radiology Report Generation via Hybrid Natural Language and Clinical Reward Learning added by Syntology 2026-06 (from id) 98lingchen/MICCAI2026/modules/att_model.py 40b2937c7e20170d unverified no licence file found · pointer only
CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging 11 Mar 2024 ibrahimethemhamamci/ct2rep/CT2Rep/modules/att_model.py d2379d710eedc4ae ran · our draft was wrong no licence file found · pointer only
In Defense of Scene Graphs for Image Captioning 9 Feb 2021 kien085/sg2caps/models/AttModel_mem4.py 537642f95d45af38 ran · fixture could not drive it no licence file found · pointer only
Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards 6 Aug 2020 xuewyang/Fashion-Image-Captioning-Benchmark/captioning/models/AttModel.py d2379d710eedc4ae ran · our draft was wrong MIT (permissive)
Comprehensive Image Captioning via Scene Graph Decomposition 23 Jul 2020 yiwuzhong/sub-gc/models/AttModel.py c555e7f1fba71b9c unverified MIT (permissive)
More Grounded Image Captioning by Distilling Image-Text Matching Model 1 Apr 2020 YuanEZhou/Grounded-Image-Captioning/models/AttModel.py d2379d710eedc4ae ran · our draft was wrong MIT (permissive)
Clotho: An Audio Captioning Dataset 21 Oct 2019 wsntxxn/AudioCaption/captioning/models/hf_wrapper.py 471b42e75608e3d8 unverified MIT (permissive)
Attention on Attention for Image Captioning 19 Aug 2019 husthuaan/AoANet/models/AttModel.py d2379d710eedc4ae ran · our draft was wrong MIT (permissive)
Image Captioning: Transforming Objects into Words 14 Jun 2019 yahoo/object_relation_transformer/models/AttModel.py d2379d710eedc4ae ran · our draft was wrong MIT (permissive)
Image Captioning: Transforming Objects into Words 14 Jun 2019 Japanese-Image-Captioning/ORT-for-Japanese/models/AttModel.py 5ca5b96b8c214e19 unverified MIT (permissive)
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering 25 Jul 2017 kangkang59812/GraphCaption/models/AttModel.py d2379d710eedc4ae ran · our draft was wrong MIT (permissive)
Self-critical Sequence Training for Image Captioning 2 Dec 2016 husthuaan/AAT/models/AttModel.py d2379d710eedc4ae ran · our draft was wrong MIT (permissive)
arXiv:aaai_29097 njustkmg/NIC/models/AttModel-1.py 40b2937c7e20170d unverified MIT (permissive)
arXiv:2021.acl-long.459 cuhksz-nlp/R2GenCMN/modules/att_model.py 40b2937c7e20170d unverified 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".

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