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postprocess_output

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

postprocess_output appears in the code Syntology harvested for 6 papers, as 8 distinct code bodies found in 8 places (a place is one code body under one paper). At least one of them ran in 1 of the papers; 1 of the code bodies carries 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 postprocess_output 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 1 of the 8 distinct code bodies named postprocess_output; 7 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
1ran · fixture could not drive it
0ran
7unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 1 of the 8 places is 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

6 papers shown of 6, newest first; 8 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; 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
How Can I Publish My LLM Benchmark Without Giving the True Answers Away? 23 May 2025 google/BIG-bench/bigbench/models/model_utils.py fb48e1bc0bb1a69e unverified Apache-2.0 (permissive)
Learning from Mistakes via Cooperative Study Assistant for Large Language Models 23 May 2023 dqwang122/salam/src/utils/model_utils.py 995424bb47930b36 unverified MIT (permissive)
RHO ($ρ$): Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding 3 Dec 2022 ziweiji/rho/src/generation.py 55546fca464d8bf7 ran · fixture could not drive it fingerprinted no licence file found · pointer only
End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors 20 May 2020 butspeechfit/diacorrect/diacorrect/infer.py 380ee6404a7f71ea unverified MIT (permissive)
Large Scale Organization and Inference of an Imagery Dataset for Public Safety 16 Aug 2019 LADI-Dataset/ladi-overview/inference/aws_list_infer.py c08aa98802151ca1 unverified MIT (permissive)
Large Scale Organization and Inference of an Imagery Dataset for Public Safety 16 Aug 2019 LADI-Dataset/ladi-overview/inference/file_list_infer.py 15730804c3ee9ec0 unverified MIT (permissive)
arXiv:2025.emnlp-main.192 FreedomIntelligence/RAG-Instruct/eval/eval_sglang.py a1dc14848b585cfd unverified Apache-2.0 (permissive)
arXiv:2025.emnlp-main.192 FreedomIntelligence/RAG-Instruct/eval/utils.py 6929958a65fe8565 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