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load_embedding

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

load_embedding appears in the code Syntology harvested for 15 papers, as 15 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 3 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 load_embedding 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 15 distinct code bodies named load_embedding; 12 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
1ran
12unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 15 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; 15 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 3 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
Algebraic Machine Learning for Small-to-Medium Datasets Is Competitive against Strong Standard Baselines added by Syntology 2026-05 (from id) Algebraic-AI/Open-AML-Engine/aml/amldl.py 4739de593a67b535 ran GPL-3.0 (copyleft) · pointer only
TR-ICRL: Test-Time Rethinking for In-Context Reinforcement Learning added by Syntology 2026-04 (from id) pangpang-xuan/TR_ICRL/utils.py 94173ee9cd378d06 unverified no licence file found · pointer only
3DMedAgent: Unified Perception-to-Understanding for 3D Medical Analysis added by Syntology 20 Feb 2026 jinlab-imvr/3DMedAgent/CT_Clip/clip_encode.py 1e081d59c3953a04 unverified no licence file found · pointer only
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration 7 Apr 2025 ritaranx/collab-rag/llm_reader.py 8b685f018239a87c unverified MIT (permissive)
LLMGeo: Benchmarking Large Language Models on Image Geolocation In-the-wild 30 May 2024 yeyimilk/llmgeo/src/knn_for_embedings.py 4fc2e3459d14992c unverified no licence file found · pointer only
Generative Dense Retrieval: Memory Can Be a Burden 19 Jan 2024 ypw0102/gdr/GDR_model/main_models.py da402819a398f4a7 unverified no licence file found · pointer only
TextGuard: Provable Defense against Backdoor Attacks on Text Classification 19 Nov 2023 ai-secure/textguard/mapper.py e40fbc2c708c670b unverified no licence file found · pointer only
Can language models learn analogical reasoning? Investigating training objectives and comparisons to human performance 9 Oct 2023 kudkudak/word-embeddings-benchmarks/web/embeddings.py df1baac974fb5db7 unverified MIT (permissive)
MESH2IR: Neural Acoustic Impulse Response Generator for Complex 3D Scenes 18 May 2022 anton-jeran/MESH2IR/evaluate/evaluate.py 19c3dae512f4add1 ran · our draft was wrong no licence file found · pointer only
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling 24 Apr 2020 zliucr/coach/src/utils.py fafc725843e626cf unverified MIT (permissive)
HEAT: Hyperbolic Embedding of Attributed Networks 2019-03 (from id) DavidMcDonald1993/heat/heat/utils.py 6f273824d8b61a7f ran · honoured contract MIT (permissive)
Task2Vec: Task Embedding for Meta-Learning 10 Feb 2019 awslabs/aws-cv-task2vec/task_similarity.py 7a95ae77a9468ef9 unverified Apache-2.0 (permissive)
Cross-lingual Language Model Pretraining 22 Jan 2019 MiuGod0126/ConvS2S_Paddle/models/utils.py 112594e8e25c52c6 unverified Apache-2.0 (permissive)
Improving Lexical Choice in Neural Machine Translation 3 Oct 2017 prachetaphadnis/NMT_Seq2Seq_LexicalModel/seq2seq/utils.py e2578d93913154ab unverified MIT (permissive)
Distributional Smoothing with Virtual Adversarial Training 2 Jul 2015 ciolo/Sentiment-Analisys/embedding.py 991f57db31adb26a unverified 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".

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