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calculate_similarity

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

calculate_similarity 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 7 of the papers; 6 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 calculate_similarity 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 7 of the 15 distinct code bodies named calculate_similarity; 8 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
2ran · fixture could not drive it
3ran
8unverified
6fingerprinted

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; 2 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
FAST: A Holistic Framework for Optimizing Memory-I/O, Computation, and Sampling in Temporal GNN Training added by Syntology 2026-07 (from id) NoneBone/FAST/fast_util/topologyAware.py ad79e9f3511a7be4 ran no licence file found · pointer only
OpenDecoder: Open Large Language Model Decoding to Incorporate Document Quality in RAG added by Syntology 2026-01 (from id) fengranMark/OpenDecoder/src/retrieval/construct_indicators.py 9ba9e62b273b7c2b unverified MIT (permissive)
PLAGUE: PLUG-AND-PLAY FRAMEWORK FOR LIFE-LONG ADAPTIVE GENERATION OF MULTI-TURN JAIL-BREAKS added by Syntology 2025-10 (from id) madhavaggar/PLAGUE/src/plague/strategy_utils.py 9cd436c3e8b74032 unverified no licence file found · pointer only
AutoPresent: Designing Structured Visuals from Scratch 1 Jan 2025 para-lost/AutoPresent/evaluate/match.py d8b5102dc34864a0 unverified MIT (permissive)
TrustRAG: Enhancing Robustness and Trustworthiness in RAG 1 Jan 2025 huichizhou/trustrag/defend_module.py 78ca85b024095584 ran · fixture could not drive it fingerprinted MIT (permissive)
Value Residual Learning For Alleviating Attention Concentration In Transformers 23 Oct 2024 Zcchill/Value-Residual-Learning/analyze/get_similarity.py b486d0595afc6517 unverified MIT (permissive)
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model 18 Aug 2024 hiagent2024/hiagent/agentboard/agents/ours_agent.py c9a12f3f46e05a05 ran · honoured contract fingerprinted no licence file found · pointer only
How Well Do LLMs Represent Values Across Cultures? Empirical Analysis of LLM Responses Based on Hofstede Cultural Dimensions 21 Jun 2024 juliakharchenko/multilingual-ai-alignment/code/multilingual_openai_experimentation.py 39f8a25f30421f60 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models 11 Jun 2024 chuge0335/pc-cot/prompter.py c0eb035295701366 ran fingerprinted no licence file found · pointer only
MIPS at SemEval-2024 Task 3: Multimodal Emotion-Cause Pair Extraction in Conversations with Multimodal Language Models 31 Mar 2024 mips-colt/mer-mce/submit_emotion-cause_pair.py 1b60b0cc0edef2c7 ran fingerprinted no licence file found · pointer only
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models 20 Mar 2024 Rcrossmeister/RLQG/model/collector.py e03cb2df2255bfe4 unverified MIT (permissive)
Learning Granularity-Unified Representations for Text-to-Image Person Re-identification 16 Jul 2022 zhiyinshao-h/lgur/train_mydecoder_pixelvit_txtimg_3_bert.py 070096906fcee351 ran · honoured contract fingerprinted no licence file found · pointer only
FixEval: Execution-based Evaluation of Program Fixes for Programming Problems 15 Jun 2022 mahimanzum/fixeval/src/split.py 2bd99fb1f49c213d unverified MIT (permissive)
arXiv:2025.findings-acl.193 THUDM/SWE-Dev/swedev/utils/extract_signs.py bcdc78f209dfe277 unverified MIT (permissive)
arXiv:136950719 Suo-Wei/SRCF/src/loss/RankingLoss.py ae3aaa105d7d6077 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