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clean

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

clean appears in the code Syntology harvested for 39 papers, as 35 distinct code bodies found in 42 places (a place is one code body under one paper). At least one of them ran in 14 of the papers; 10 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 clean 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 35 distinct code bodies named clean; 22 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
6ran · our draft was wrong
1ran · fixture could not drive it
6ran
22unverified
10fingerprinted

Licence is a property of each copy, so it is counted per place: 13 of the 42 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

39 papers shown of 39, newest first; 42 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 7 papers added by Syntology; 3 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
Solar Intelligence added by Syntology 2026-09 (from id) jyotsnasingh11217/Solar-Intelligence/chunk_text.py fb8574a934ef224b unverified licence not identified · pointer only
MolLedger: An Additive Graph Neural Network with Chemically Grounded ADME Attributions added by Syntology 2026-08 (from id) cxji/molledger/src/metrics.py fc0d1c21ba9f2173 unverified no licence file found · pointer only
Can Language Models Imagine Without Seeing? EKPHRASIS: Measuring Visual Creative Ideation in Text-Only LLMs added by Syntology 2026-08 (from id) Imhongyu/Ekphrasis/prompts/task_normalization.py f371050c01fc28d5 ran fingerprinted Apache-2.0 (permissive)
Pun Intended: Multi-Agent Translation of Wordplay with Contrastive Learning and Phonetic-Semantic Embeddings added by Syntology 2026-08 (from id) dsgt-arc/joker-2025/src/data.py a3a88d9f4e9bb2c8 ran MIT (permissive)
EvoLP: Self-Evolving Latency Predictor for Model Compression in Real-Time Edge Systems added by Syntology 2026-07 (from id) ntuliuteam/EvoLP/Predictor_EDLAB/predictor.py 4ebf3709176f4a41 ran · our draft was wrong licence not identified · pointer only
The Wikidata Query Logs Dataset added by Syntology 2026-02 (from id) ad-freiburg/wikidata-query-logs/prepare_input.py 99dab9f051fdb14e unverified Apache-2.0 (permissive)
Glance for Context: Learning When to Leverage LLMs for Node-Aware GNN-LLM Fusion added by Syntology 2025-10 (from id) CUAI/Non-Homophily-Large-Scale/wiki_scraping/wiki_homophily.py 8234bde327876289 unverified no licence file found · pointer only
MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix 19 May 2025 ddlbojack/mmar/code/evaluation_rubrics.py 006f26ed65b20275 ran · our draft was wrong fingerprinted no licence file found · pointer only
Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training 20 Jan 2025 bytedance/agent-r/mcts_utils/sciworld/data_utils_sw.py 44320b583dfcfb30 ran fingerprinted Apache-2.0 (permissive)
Usefulness of LLMs as an Author Checklist Assistant for Scientific Papers: NeurIPS'24 Experiment 5 Nov 2024 ihsaan-ullah/neurips-checklist-assistant/CheckPaperFormat/check_paper_format.py 231eeb3c0401afe1 unverified MIT (permissive)
Cascade Reward Sampling for Efficient Decoding-Time Alignment 24 Jun 2024 lblaoke/CARDS/evaluation/eval_wintie.py 9d741ca160b48466 ran fingerprinted no licence file found · pointer only
Cascade Reward Sampling for Efficient Decoding-Time Alignment 24 Jun 2024 lblaoke/CARDS/evaluation/metric.py 3cf2a6616e939e43 ran fingerprinted no licence file found · pointer only
EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms 20 Jun 2024 siyuyuan/evoagent/scienceworld/eval_evoagent.py 44320b583dfcfb30 ran fingerprinted no licence file found · pointer only
Aligning Large Language Models with Representation Editing: A Control Perspective 10 Jun 2024 Lingkai-Kong/RE-Control/gpt4_eval.py 9d741ca160b48466 ran fingerprinted no licence file found · pointer only
Aligning Large Language Models with Representation Editing: A Control Perspective 10 Jun 2024 Lingkai-Kong/RE-Control/metrics.py 3cf2a6616e939e43 ran fingerprinted no licence file found · pointer only
Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations 29 Apr 2024 castorini/anserini/src/main/python/openresearch/convert_openresearch_to_anserini_format.py 846465e7b7d1dbec ran fingerprinted Apache-2.0 (permissive)
ALISON: Fast and Effective Stylometric Authorship Obfuscation 1 Feb 2024 EricX003/ALISON/Obfuscate.py 47356d8405a8bceb unverified no licence file found · pointer only
Probing the Creativity of Large Language Models: Can models produce divergent semantic association? 17 Oct 2023 dingnlab/probing_creativity/dataset.py 5e435b56bb195df0 ran · our draft was wrong fingerprinted MIT (permissive)
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images 3 Aug 2023 alessandro-f/dif-fuse/scripts/image_sample_dif-fuse.py 5a4f7ef54d3e6381 ran · fixture could not drive it no licence file found · pointer only
HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation 13 Jun 2023 Abbey4799/HAUSER/code/scorers/Creativity.py 557d5421d329d020 ran · our draft was wrong fingerprinted no licence file found · pointer only
VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset 29 May 2023 TXH-mercury/VALOR/inference.py 67dae5beb14eebd7 unverified MIT (permissive)
ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games 24 May 2023 cognitiveailab/BYTESIZED32/bytes32/winnability/language_agent.py 4fe1ce1ee1520f46 unverified Apache-2.0 (permissive)
Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark 6 Apr 2023 aypan17/machiavelli/machiavelli/utils.py ba04daa0fccd1094 unverified MIT (permissive)
Invariant Collaborative Filtering to Popularity Distribution Shift 10 Feb 2023 anzhang314/invcf/local_compile_setup.py 92cd1d2e73d2a51b unverified MIT (permissive)
Real or Fake Text?: Investigating Human Ability to Detect Boundaries Between Human-Written and Machine-Generated Text 24 Dec 2022 liamdugan/human-detection/generation/process_datasets/process-NYT.py 0728fceba9b35f2c unverified MIT (permissive)
Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise 22 Dec 2022 microsoft/ProphetNet/GENIE/Genie_Generate.py 4602600776f78fe1 ran · our draft was wrong fingerprinted MIT (permissive)
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator 20 Dec 2022 csjianyang/ganlm/evaluation/bs_pyrouge.py bedeff473c33061f unverified MIT (permissive)
TOGA: A Neural Method for Test Oracle Generation 2021-09 (from id) microsoft/toga/model/exception_data.py 264bcac39d00a4e1 unverified MIT (permissive)
Many-to-English Machine Translation Tools, Data, and Pretrained Models 1 Apr 2021 thammegowda/mtdata/mtdata/sgm.py c6cdc9376ddcef6a unverified Apache-2.0 (permissive)
MIME: MIMicking Emotions for Empathetic Response Generation 4 Oct 2020 declare-lab/MIME/utils/data_reader.py d6bb401edf268525 unverified MIT (permissive)
A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis 29 Jun 2020 jbdel/MOSEI_UMONS/utils/tokenize.py 54fde6f1d6ae7160 unverified MIT (permissive)
Low-resource Languages: A Review of Past Work and Future Challenges 12 Jun 2020 danielinux7/Multilingual-Parallel-Corpus/src/utils/ab/preprocess.py 8cd26caa6b202383 unverified Apache-2.0 (permissive)
Sato: Contextual Semantic Type Detection in Tables 14 Nov 2019 megagonlabs/sato/topic_model/train_LDA.py 993b8bc93804d3dd unverified Apache-2.0 (permissive)
Discourse-Aware Neural Extractive Text Summarization 30 Oct 2019 jiacheng-xu/DiscoBERT/model/model_util.py bedeff473c33061f unverified MIT (permissive)
Interactive Fiction Games: A Colossal Adventure 11 Sep 2019 hitzkrieg/drrn-scienceworld-clone/drrn/train-scienceworld.py 73d5fdbab3e3c93d ran · our draft was wrong fingerprinted MIT (permissive)
MoEL: Mixture of Empathetic Listeners 21 Aug 2019 HLTCHKUST/MoEL/utils/data_reader.py d6bb401edf268525 unverified MIT (permissive)
Fine-tune BERT for Extractive Summarization 25 Mar 2019 TidalPaladin/neural-summarizer/src/others/utils.py bedeff473c33061f unverified Apache-2.0 (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 duyunshu/bert-sentiment-analysis/read_data.py 850a17e45e007d3f unverified Apache-2.0 (permissive)
arXiv:ijcai2024_0687 zjunlp/FactCHD/evaluate/score.py 4104d742136b6e1f unverified MIT (permissive)
arXiv:aaai_21432 microsoft/DialogLM/DialogLM_UniLM/DialogLM/evaluations/bs_pyrouge.py bedeff473c33061f unverified MIT (permissive)
arXiv:2023.findings-eacl.123 yuping-wu/EDU-VL/model/metric.py 5a5dae352b195dc4 unverified MIT (permissive)
arXiv:2023.findings-eacl.123 yuping-wu/EDU-VL/model/utils.py 8fe46db959270687 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".

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