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argmax

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

argmax appears in the code Syntology harvested for 23 papers, as 18 distinct code bodies found in 23 places (a place is one code body under one paper). At least one of them ran in 15 of the papers; 7 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 argmax 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 10 of the 18 distinct code bodies named argmax; 8 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

3ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
3ran · fixture could not drive it
3ran
8unverified
7fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 23 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

23 papers shown of 23, newest first; 23 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; 3 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
REASONX: Declarative Reasoning on Explanations added by Syntology 2026-02 (from id) lstate/reasonx/src/dautils.py ce70e689f61c1793 unverified MIT (permissive)
From Uncertainty to Trust: Enhancing Reliability in Vision-Language Models with Uncertainty-Guided Dropout Decoding 9 Dec 2024 kigb/DropoutDecoding/models/llavanext.py eb627f04ba74cba6 unverified no licence file found · pointer only
Tokenization Falling Short: On Subword Robustness in Large Language Models 17 Jun 2024 floatai/tkeval/src/utils.py 1d233f39e0fd58dd ran MIT (permissive)
MINERS: Multilingual Language Models as Semantic Retrievers 11 Jun 2024 gentaiscool/miners/icl.py 1d233f39e0fd58dd ran Apache-2.0 (permissive)
Faithful Logical Reasoning via Symbolic Chain-of-Thought 28 May 2024 Aiden0526/SymbCoT/baselines/evaluation.py c336622e652dd934 ran · fixture could not drive it fingerprinted MIT (permissive)
Designing Skill-Compatible AI: Methodologies and Frameworks in Chess 8 May 2024 csslab/skill-compatibility-chess/maia-partner/STT_test_tree+att.py 7ab47760cc25b0d7 ran · fixture could not drive it fingerprinted no licence file found · pointer only
The Elements of Differentiable Programming 21 Mar 2024 diffprog/code/control_flows/plot_soft_thresholding.py 802c2203920ee74b ran fingerprinted Apache-2.0 (permissive)
Mitigating Over-Smoothing and Over-Squashing using Augmentations of Forman-Ricci Curvature 17 Sep 2023 weber-geoml/afrc_rewiring/preprocessing/rewiring.py 52eb6da418404244 ran 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 c336622e652dd934 ran · fixture could not drive it fingerprinted MIT (permissive)
Staged Training for Transformer Language Models 11 Mar 2022 allenai/staged-training/eval_lambada.py 5369bc1470b00607 unverified Apache-2.0 (permissive)
Attacking Open-domain Question Answering by Injecting Misinformation 15 Oct 2021 teacherpeterpan/contraqa/evaluate.py c336622e652dd934 ran · fixture could not drive it fingerprinted MIT (permissive)
Evaluating Relaxations of Logic for Neural Networks: A Comprehensive Study 28 Jul 2021 utahnlp/neural-logic/chunking/model.py 0f600ea9e25b3319 ran · honoured contract fingerprinted no licence file found · pointer only
CMT: Convolutional Neural Networks Meet Vision Transformers 13 Jul 2021 FlyEgle/CMT-pytorch/utils/calculate_acc.py ad55f49e9589b232 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Code and Named Entity Recognition in StackOverflow 4 May 2020 jeniyat/StackOverflowNER/code/Attentive_BiLSTM/model.py d38f06bbd9f9c98c ran · honoured contract fingerprinted MIT (permissive)
Off-line vs. On-line Evaluation of Recommender Systems in Small E-commerce 10 Sep 2018 lpeska/REVEAL2018/offLineEval.py 7df58e7df1d66ab2 ran · our draft was wrong no licence file found · pointer only
Evaluating the Utility of Hand-crafted Features in Sequence Labelling 28 Aug 2018 minghao-wu/CRF-AE/model.py d38f06bbd9f9c98c ran · honoured contract fingerprinted MIT (permissive)
Count-Based Exploration with the Successor Representation 31 Jul 2018 mcmachado/count_based_exploration_sr/tabular/utils.py e5da063f1d00602e unverified MIT (permissive)
SoPa: Bridging CNNs, RNNs, and Weighted Finite-State Machines 15 May 2018 Noahs-ARK/soft_patterns/soft_patterns.py af68a5b723fbd3c4 ran · honoured contract fingerprinted MIT (permissive)
YOLOv3: An Incremental Improvement 8 Apr 2018 euske/derpyolo/objutils.py 73c23db542d9513e unverified MIT (permissive)
Asymmetric numeral systems: entropy coding combining speed of Huffman coding with compression rate of arithmetic coding 2013-11 (from id) FGlazov/Python-rANSCoder/src/rans/rANSCoder.py 53b7d4919589f88e unverified CC0-1.0 (permissive)
arXiv:aaai_30341 fidelity/selective/feature/utils.py 0df46e800990ab8a unverified Apache-2.0 (permissive)
arXiv:2024.naacl-long.241 jiadongzh/iacos/modelx/rnnx.py 145f8b7ecd30fde4 unverified Apache-2.0 (permissive)
arXiv:2024.findings-emnlp.86 FloatAI/TKEval/src/utils.py 1d233f39e0fd58dd ran 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".

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