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cos_sim

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

cos_sim appears in the code Syntology harvested for 34 papers, as 25 distinct code bodies found in 34 places (a place is one code body under one paper). At least one of them ran in 20 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 cos_sim 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 13 of the 25 distinct code bodies named cos_sim; 12 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
2ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
8ran
12unverified
13fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 34 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

34 papers shown of 34, newest first; 34 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; 6 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
Bridging Vision Foundation Model Priors with CLIP for Spatial-aware Few-shot Anomaly Detection in Medical Images added by Syntology 2026-09 (from id) JuzhengMiao/Spatial-FAD/custom_utils.py 80d50221b83e3ef4 unverified MIT (permissive)
A Comparative Evaluation of Embeddings and LLMs in a Greek Book Publisher Setting -The CUP Dataset added by Syntology 2026-07 (from id) beir-cellar/beir/beir/util.py 8ca90d5388372be5 ran fingerprinted Apache-2.0 (permissive)
De-Anonymization at Scale via Tournament-Style Attribution added by Syntology 2026-01 (from id) shibing624/text2vec/text2vec/similarity.py 62871271d7551ed6 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Zipfian Whitening 1 Nov 2024 cl-tohoku/zipfian-whitening/src/calc_isotropy_score.py de1b89dc518ebc26 unverified no licence file found · pointer only
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models 3 Jul 2024 coir-team/coir/coir/beir/util.py 8ca90d5388372be5 ran fingerprinted Apache-2.0 (permissive)
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs 20 Jun 2024 kmswin1/qpaug/beir/util.py 8ca90d5388372be5 ran fingerprinted no licence file found · pointer only
Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs 14 Jun 2024 ahans30/goldfish-loss/lit_gpt/multiple_negative_ranking_loss.py a8052087ba311802 ran fingerprinted Apache-2.0 (permissive)
Towards Completeness-Oriented Tool Retrieval for Large Language Models 25 May 2024 quchangle1/colt/models/COLT.py 8ca90d5388372be5 ran fingerprinted no licence file found · pointer only
Ranked List Truncation for Large Language Model-based Re-Ranking 28 Apr 2024 chuanmeng/rlt4reranking/rlt/features.py 2adba2137f0c99d0 ran fingerprinted no licence file found · pointer only
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images 19 Mar 2024 mediabrain-sjtu/mvfa-ad/utils.py 80d50221b83e3ef4 unverified MIT (permissive)
Measuring Implicit Bias in Explicitly Unbiased Large Language Models 6 Feb 2024 baixuechunzi/llm-implicit-bias/analysis/weat.py ef8f74084d195a43 ran · violated contract fingerprinted MIT (permissive)
ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models 30 Jan 2024 Jungjee/RawNet/python/RawNet1/Keras/01-trn_RawNet.py 5eaddc98390802b9 ran fingerprinted MIT (permissive)
Time is Encoded in the Weights of Finetuned Language Models 20 Dec 2023 KaiNylund/lm-weights-encode-time/misc_analysis_and_figures/get_closest_month_time_vec_combo.py 5cf053908b10bc25 ran fingerprinted MIT (permissive)
Neural Retrievers are Biased Towards LLM-Generated Content 31 Oct 2023 kid-22/llm4ir-bias/beir/util.py 8ca90d5388372be5 ran fingerprinted no licence file found · pointer only
CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations 17 Oct 2023 myracheng/lm_caricature/helper_functions.py 127d362dad7ba4e2 ran fingerprinted no licence file found · pointer only
TraCE: Trajectory Counterfactual Explanation Scores 27 Sep 2023 jeffnclark/trace/helpers/funcs.py bff9357caec21792 ran fingerprinted Apache-2.0 (permissive)
Single-cell RNA-seq data imputation using Feature Propagation 2023-07 (from id) Junseok0207/scFP/misc/utils.py 8d0890891bb21d75 ran fingerprinted no licence file found · pointer only
Layout and Task Aware Instruction Prompt for Zero-shot Document Image Question Answering 1 Jun 2023 wenjinw/latin-prompt/utils/util.py c480c7bac03cd36f unverified MIT (permissive)
Learning to Backdoor Federated Learning 6 Mar 2023 HengerLi/RLBackdoorFL/Util.py ea6f4a59cd65daf9 unverified MIT (permissive)
TempCLR: Temporal Alignment Representation with Contrastive Learning 28 Dec 2022 yyuncong/tempclr/tempclr/tasks/alignlocaltask.py c13027eea5c9509f ran · our draft was wrong fingerprinted MIT (permissive)
OPOM: Customized Invisible Cloak towards Face Privacy Protection 24 May 2022 zhongyy/opom/code/generation/attack/privacy.py 0c9fa2d51db35a2a unverified MIT (permissive)
Hierarchical Sketch Induction for Paraphrase Generation 7 Mar 2022 tomhosking/hrq-vae/src/hrq_vae.py af51b6b925efb7fe ran · honoured contract fingerprinted MIT (permissive)
Bayesian Framework for Gradient Leakage 8 Nov 2021 eth-sri/bayes-framework-leakage/bayes_optimal_attack/utils/flax_losses.py 3f3c599d7fe199df unverified Apache-2.0 (permissive)
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models 17 Apr 2021 UKPLab/beir/beir/util.py 8ca90d5388372be5 ran fingerprinted Apache-2.0 (permissive)
TransQuest: Translation Quality Estimation with Cross-lingual Transformers 1 Nov 2020 tharindudr/transQuest/transquest/algo/sentence_level/siamesetransquest/util.py 19d2149e7c25cfe7 unverified Apache-2.0 (permissive)
iNLTK: Natural Language Toolkit for Indic Languages 26 Sep 2020 goru001/inltk/inltk/utils.py e332284c5d26af5e unverified MIT (permissive)
DEPARA: Deep Attribution Graph for Deep Knowledge Transferability 17 Mar 2020 zju-vipa/DEPARA/tools/layer_select.py 8d6ce3b84fb3895f ran · violated contract fingerprinted MIT (permissive)
RoBERTa: A Robustly Optimized BERT Pretraining Approach 26 Jul 2019 viethoang1512/kpa/qs_kpa/losses/multiple_negatives_ranking_loss.py 8ca90d5388372be5 ran fingerprinted Apache-2.0 (permissive)
arXiv:Niss_The_Inter-Intra_Modal_Measure_A_Predictive_Lens_on_Fine-Tuning_Outcomes_ICCV_2025_paper mit-ll/IIMM/metrics.py 5335f606aea003bc unverified MIT (permissive)
arXiv:2025.emnlp-main.840 starsuzi/DAQu/daqu/retrieval.py 8f553ad75f773b63 unverified MIT (permissive)
arXiv:2024.findings-acl.421 KID-22/Cocktail/benchmark/beir/util.py 8ca90d5388372be5 ran fingerprinted MIT (permissive)
arXiv:2023.findings-acl.892 TharinduDR/TransQuest/transquest/algo/sentence_level/siamesetransquest/util.py 19d2149e7c25cfe7 unverified Apache-2.0 (permissive)
arXiv:2022.findings-naacl.156 MJ-Jang/beyond-distributional/src/analysis/wordvector_analysis.py 870a647e1092cb36 unverified BSD-2-Clause (permissive)
arXiv:2022.acl-long.230 microsoft/adatest/adaptivetesting/embedders.py b5742d5ed6baa215 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