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get_vocab

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

get_vocab appears in the code Syntology harvested for 15 papers, as 16 distinct code bodies found in 16 places (a place is one code body under one paper). At least one of them ran in 3 of the papers; 1 of the code bodies carries 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 get_vocab 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 16 distinct code bodies named get_vocab; 13 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
1ran
13unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 16 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

15 papers shown of 15, newest first; 16 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. 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
Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation 21 Oct 2024 tuananhbui89/Erasing-Adversarial-Preservation/gen_embedding_matrix.py 0be5dca592f6fd54 unverified no licence file found · pointer only
The Geometry of Categorical and Hierarchical Concepts in Large Language Models 3 Jun 2024 kihopark/llm_categorical_hierarchical_representations/hierarchical/from_models.py 44eb460ae27cb634 unverified no licence file found · pointer only
When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages 15 Nov 2023 tylerachang/curse-of-multilinguality/utils/data_utils.py 3b25fd0a90ff7a19 ran no licence file found · pointer only
TIM: Teaching Large Language Models to Translate with Comparison 10 Jul 2023 lemon0830/tim/inference/infer_bloom.py c542067848f10eda ran · our draft was wrong fingerprinted no licence file found · pointer only
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments 19 Dec 2022 dki-lab/pangu/utils/kb_environment.py 60f81fdf6a4800c6 unverified no licence file found · pointer only
A Benchmark and Comprehensive Survey on Knowledge Graph Entity Alignment via Representation Learning 28 Mar 2021 ruizhang-ai/EA_for_KG/code/experiment_2.py a76fd6e5be073e0f ran · our draft was wrong licence not identified · pointer only
MutaGAN: A Seq2seq GAN Framework to Predict Mutations of Evolving Protein Populations 26 Aug 2020 1hachem/mutaGAN/src/encode.py 2af3d0d3b56301ba unverified MIT (permissive)
Paraphrase Generation with Latent Bag of Words 7 Jan 2020 FranxYao/dgm_latent_bow/src/nlp_pipeline.py b6b052efd0a759e4 unverified MIT (permissive)
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations 2 Nov 2019 cuhksz-nlp/het-mc/hetmc_helper.py 99b87b401d1fae1e unverified MIT (permissive)
Discrete Object Generation with Reversible Inductive Construction 18 Jul 2019 PrincetonLIPS/reversible-inductive-construction/code/genric/data_utils.py f8f8fa3bcc697f45 unverified MIT (permissive)
Choosing Transfer Languages for Cross-Lingual Learning 29 May 2019 neulab/langrank/index_el_datasets.py f965bfedef5c61cb unverified BSD-3-Clause (permissive)
Choosing Transfer Languages for Cross-Lingual Learning 29 May 2019 neulab/langrank/index_parsing_datasets.py 6bc91b03eb6e1adf unverified BSD-3-Clause (permissive)
Graph Convolutional Networks for Text Classification 15 Sep 2018 codeKgu/text-gcn/build_graph.py f0aeffa095b44a3a unverified MIT (permissive)
Neural Architectures for Named Entity Recognition 4 Mar 2016 riedlma/sequence_tagging/model/data_utils.py 85e5be88dbd9ad46 unverified Apache-2.0 (permissive)
From Captions to Visual Concepts and Back 18 Nov 2014 s-gupta/visual-concepts/preprocess.py c63e11043a0ae6b7 unverified BSD-2-Clause (permissive)
Sequence to Sequence Learning with Neural Networks 10 Sep 2014 la-serene/English-German-Translation-System/tokenizer.py a6697bcb0adf201d 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