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read_instruct

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

read_instruct appears in the code Syntology harvested for 7 papers, as 7 distinct code bodies found in 9 places (a place is one code body under one paper). At least one of them ran in 5 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 read_instruct 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 7 distinct code bodies named read_instruct; 2 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
0ran · fixture could not drive it
4ran
2unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 9 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

7 papers shown of 7, newest first; 9 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
Anchor-based Large Language Models 12 Feb 2024 pangjh3/anllm/inference.py 1a23d98ad0f9c590 ran no licence file found · pointer only
Anchor-based Large Language Models 12 Feb 2024 pangjh3/anllm/analysis/get_infer_attention.py 341ad8f9aaad0613 ran no licence file found · pointer only
Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model 23 Jan 2024 zwhe99/FeedbackMT/src/inference_sft.py f47fb9e7de49f89e ran no licence file found · pointer only
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models 16 Jan 2024 pangjh3/llm4mt/train/inference_acllama2.py 1a23d98ad0f9c590 ran no licence file found · pointer only
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models 16 Jan 2024 pangjh3/llm4mt/train/attention_alignment_llama2.py 341ad8f9aaad0613 ran no licence file found · pointer only
How Vocabulary Sharing Facilitates Multilingualism in LLaMA? 15 Nov 2023 cone-mt/vocabulary-sharing-facilitates-multilingualism/Shorten/src/datasets/flores.py 225017f452f0b254 ran no licence file found · pointer only
Improving Translation Faithfulness of Large Language Models via Augmenting Instructions 24 Aug 2023 pppa2019/swie_overmiss_llm4mt/src/inference.py dc9d6423c6ffdfea unverified no licence file found · pointer only
Instruction Position Matters in Sequence Generation with Large Language Models 23 Aug 2023 adaxry/post-instruction/test/inference.py 80f463d4f9471c70 ran · our draft was wrong no licence file found · pointer only
arXiv:2025.naacl-srw.1 EIT-NLP/BLEUless_DocMT/Inference/inference.py d2050fd9b77e8b04 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