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bleu

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

bleu appears in the code Syntology harvested for 13 papers, as 13 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 2 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 bleu 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 3 of the 13 distinct code bodies named bleu; 10 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
0ran · fixture could not drive it
3ran
10unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 5 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; 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
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization 9 Dec 2024 aiming-lab/mmedpo/eval/eval_report.py cd8fbb4ca9a20927 unverified Apache-2.0 (permissive)
Data Contamination Can Cross Language Barriers 19 Jun 2024 ShangDataLab/Deep-Contam/detect_method/metrics.py 316e7af195b72405 ran no licence file found · pointer only
Biomedical Visual Instruction Tuning with Clinician Preference Alignment 19 Jun 2024 mao1207/BioMed-VITAL/eval/evaluate_metrics.py 027c69e6d41cb10b unverified no licence file found · pointer only
Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention 4 Apr 2024 applied-machine-learning-lab/dt4ier/GPT_model_accuracy.py 177e65070d17ec10 ran no licence file found · pointer only
Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention 4 Apr 2024 applied-machine-learning-lab/dt4ier/baseline.py 0b64b2b3b2700f5b ran no licence file found · pointer only
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning 15 Nov 2023 FuxiaoLiu/VisualNews-Repository/model/model.py 2def4d18e743753b unverified no licence file found · pointer only
Automatically Neutralizing Subjective Bias in Text 21 Nov 2019 rpryzant/neutralizing-bias/baselines/evaluation.py 434a3b59116b43ca unverified MIT (permissive)
Better Rewards Yield Better Summaries: Learning to Summarise Without References 3 Sep 2019 yg211/summary-reward-no-reference/scorer/auto_metrics/metrics.py b8a6998c443cf95c unverified Apache-2.0 (permissive)
On Tree-Based Neural Sentence Modeling 29 Aug 2018 ExplorerFreda/TreeEnc/src/utils.py 678e6d5f0dc54710 unverified MIT (permissive)
Global Encoding for Abstractive Summarization 10 May 2018 lancopku/Global-Encoding/utils/metrics.py 6333d7dad419ba0a unverified MIT (permissive)
Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer 17 Apr 2018 rpryzant/delete_retrieve_generate/src/evaluation.py 434a3b59116b43ca unverified MIT (permissive)
Show and Tell: A Neural Image Caption Generator 17 Nov 2014 nicolafan/image-captioning-cnn-rnn/src/models/metrics.py f1bf9ccad2d63845 unverified MIT (permissive)
arXiv:aaai_21320 siat-nlp/GALAXY/galaxy/metrics/metrics.py 49fd25cc7470b510 unverified Apache-2.0 (permissive)
arXiv:2023.findings-emnlp.313 UKPLab/dior-cvae/evaluation.py aee28ff9a16afe4c 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