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extract_number

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

extract_number appears in the code Syntology harvested for 21 papers, as 20 distinct code bodies found in 22 places (a place is one code body under one paper). At least one of them ran in 15 of the papers; 13 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 extract_number 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 14 of the 20 distinct code bodies named extract_number; 6 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

4ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
10ran
6unverified
13fingerprinted

Licence is a property of each copy, so it is counted per place: 10 of the 22 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

21 papers shown of 21, newest first; 22 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 5 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
Commit Locally, Exit Globally: Coordinating Adaptive Sampling and Early Exit in Diffusion Language Models added by Syntology 2026-07 (from id) ming053l/C4-dLLM/c4/extract.py d9cea69389fc2c87 ran fingerprinted MIT (permissive)
A Systematic Analysis of the Impact of Persona Steering on LLM Capabilities added by Syntology 2026-04 (from id) cjia7/DPR/src/npti/eval/eval_gsm8k.py 59c6ffbd98640ae2 unverified no licence file found · pointer only
GR-SAP: Generative Replay for Safety Alignment Preservation during Fine-Tuning added by Syntology 2026-03 (from id) chili-lab/gr-sap/score_dir.py c4c540c2c11ce5ee unverified no licence file found · pointer only
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning added by Syntology 2025-11 (from id) aiming-lab/Agent0/Agent0-VL/verl/evaluation/metrics.py 8209d8d36717864f unverified Apache-2.0 (permissive)
ConfTuner: Training Large Language Models to Express Their Confidence Verbally added by Syntology 2025-08 (from id) liushiliushi/ConfTuner/src/llama_recipes/datasets2/gsm8k_dataset.py c7a43e26bfef4042 unverified no licence file found · pointer only
Are Vision Language Models Ready for Clinical Diagnosis? A 3D Medical Benchmark for Tumor-centric Visual Question Answering 25 May 2025 Schuture/DeepTumorVQA/src/deeptumorvqa/eval/metrics.py b35d31006104e7a1 unverified Apache-2.0 (permissive)
Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-Analysis 28 Mar 2025 beacon-3d/beacon-3d/utils.py 64da74993d3cde5c ran · honoured contract fingerprinted Apache-2.0 (permissive)
Scaling up Masked Diffusion Models on Text 24 Oct 2024 ml-gsai/smdm/sft/finetune_mdm.py bab869165fb9be5c ran · honoured contract fingerprinted Apache-2.0 (permissive)
Multi-modal Situated Reasoning in 3D Scenes 4 Sep 2024 MSR3D/MSR3D/evaluator/evaluate_msqa.py 64da74993d3cde5c ran · honoured contract fingerprinted Apache-2.0 (permissive)
SAM2Point: Segment Any 3D as Videos in Zero-shot and Promptable Manners 29 Aug 2024 ziyuguo99/sam2point/gen_video.py 4dd79d2c43d8afdb ran fingerprinted Apache-2.0 (permissive)
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA 25 Jun 2024 MozerWang/Loong/src/utils/metric.py 02bbb0545f754a36 ran fingerprinted Apache-2.0 (permissive)
Faithful Logical Reasoning via Symbolic Chain-of-Thought 28 May 2024 Aiden0526/SymbCoT/baselines/evaluation.py 471cfa8084196a13 ran fingerprinted MIT (permissive)
Exploring the Capability of LLMs in Performing Low-Level Visual Analytic Tasks on SVG Data Visualizations 2024-04 (from id) lebretou/svg_taxonomy/data_generation/plot.py 1a6ca3848710d349 ran fingerprinted no licence file found · pointer only
Exploring the Capability of LLMs in Performing Low-Level Visual Analytic Tasks on SVG Data Visualizations 2024-04 (from id) lebretou/svg_taxonomy/llm/gen_prompt.py 7641ccd4efe3716e ran fingerprinted no licence file found · pointer only
BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models 13 Feb 2024 haotiansun14/bbox-adapter/utils/scienceqa_metric.py eb4554f77207ac70 ran fingerprinted no licence file found · pointer only
More Agents Is All You Need 3 Feb 2024 moreagentsisallyouneed/agentforest/src/evaluation.py f9d2b0534d308fb1 ran fingerprinted no licence file found · pointer only
CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation 30 Nov 2023 thu-coai/critiquellm/evaluation/eval_pointwise.py a6e47174738c4534 ran · honoured contract fingerprinted no licence file found · pointer only
ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization 22 Nov 2023 prateeky2806/compeft/src/merge_utils.py 0e04f05ef437bf17 ran BSD-3-Clause (permissive)
Composite Backdoor Attacks Against Large Language Models 11 Oct 2023 miraclehh/cba/nlp/backdoor_eval.py 06a5d25fb68e1cb3 ran fingerprinted no licence file found · pointer only
Early Weight Averaging meets High Learning Rates for LLM Pre-training 5 Jun 2023 sanyalsunny111/early_weight_avg/nanoGPT2-Experiments/lawa.py 75f5853321b37296 ran · honoured contract fingerprinted no licence file found · pointer only
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning 20 May 2023 teacherpeterpan/logic-llm/baselines/evaluation.py 471cfa8084196a13 ran fingerprinted MIT (permissive)
Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency 21 Mar 2023 CerebrasResearch/Sparse-IFT/cbsparse/sparse/optimizers/utils.py 9ac3b31a2048c5ee 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