Home › Code › normalize_string

normalize_string

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

normalize_string appears in the code Syntology harvested for 14 papers, as 11 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 8 of the papers; 5 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 normalize_string 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 11 distinct code bodies named normalize_string; 6 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
3ran · our draft was wrong
0ran · fixture could not drive it
2ran
6unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 7 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

14 papers shown of 14, 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, and the graph's for 2 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
LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards added by Syntology 2026-05 (from id) THU-KEG/LongTraceRL/launch_server.py f5878c7f521fc22b ran fingerprinted no licence file found · pointer only
PROMPT-LEVEL STRATEGIC DECEPTION added by Syntology 2026-02 (from id) oliveradk/audit-stress-test/envs/ssc/ssc_prefill/audit_prefill.py 0cd5086849b5d32f unverified no licence file found · pointer only
Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond 13 Mar 2025 Qihoo360/Light-R1/decontaminate/n_gram_check.py 927fae1304011f13 unverified Apache-2.0 (permissive)
Large Language Models Can Self-Improve in Long-context Reasoning 12 Nov 2024 sihengli99/sealong/process_data.py 3a1b300cb40b8be4 unverified no licence file found · pointer only
Teaching Language Models to Self-Improve through Interactive Demonstrations 20 Oct 2023 jasonyux/tripost/models/filters/logical_deduction.py 39c7486a0598d69d ran fingerprinted no licence file found · pointer only
One for All: Towards Training One Graph Model for All Classification Tasks 29 Sep 2023 lechengkong/oneforall/models/model.py ff7d55c8c0dd7dde ran · our draft was wrong fingerprinted MIT (permissive)
A Simple and Scalable Graph Neural Network for Large Directed Graphs 14 Jun 2023 seijimaekawa/a2dug/src/layers.py ff7d55c8c0dd7dde ran · our draft was wrong fingerprinted MIT (permissive)
Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs 18 Jun 2022 seijimaekawa/empirical-study-of-gnns/models/layers.py ff7d55c8c0dd7dde ran · our draft was wrong fingerprinted MIT (permissive)
Open Sesame: Getting Inside BERT's Linguistic Knowledge 4 Jun 2019 yongjie-lin/bert-opensesame/pytorch_pretrained_bert/dd_utils.py 5c1d1e5a7edda4cd unverified Apache-2.0 (permissive)
Robots Learn Social Skills: End-to-End Learning of Co-Speech Gesture Generation for Humanoid Robots 2018-10 (from id) youngwoo-yoon/youtube-gesture-dataset/script/make_ted_dataset.py 61474285bf6c43cc unverified BSD-3-Clause (permissive)
Massive Exploration of Neural Machine Translation Architectures 11 Mar 2017 simonjisu/NMT/model/preprocessing.py 376ab047b1a94d61 unverified MIT (permissive)
A Neural Conversational Model 19 Jun 2015 Paarth3098/chatbot_p/chatbot.py b916fe78de840fa5 ran · our draft was wrong fingerprinted no licence file found · pointer only
Sequence to Sequence Learning with Neural Networks 10 Sep 2014 rileynwong/pytorch-seq2seq-joke2punchline/seq2seq.py 0249f2927bd76913 ran · our draft was wrong fingerprinted no licence file found · pointer only
Neural Machine Translation by Jointly Learning to Align and Translate 1 Sep 2014 identical code first harvested elsewhere 0249f2927bd76913 ran · our draft was wrong fingerprinted licence of this copy not recorded

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