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clean_str

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

clean_str appears in the code Syntology harvested for 51 papers, as 33 distinct code bodies found in 55 places (a place is one code body under one paper). At least one of them ran in 31 of the papers; 12 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_str 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 14 of the 33 distinct code bodies named clean_str; 19 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
7ran · our draft was wrong
0ran · fixture could not drive it
7ran
19unverified
12fingerprinted

Licence is a property of each copy, so it is counted per place: 12 of the 55 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

51 papers shown of 51, newest first; 55 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 1 papers added by Syntology; 7 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
ELMO : Efficiency via Low-precision and Peak Memory Optimization in Large Output Spaces added by Syntology 2025-10 (from id) xmc-aalto/elmo/src/utils.py 90b6172fa5dbab0b unverified MIT (permissive)
arXiv:2507.17402 2025-07 (from id) lijun2005/ICCV25-HLFormer/src/Datasets/data_provider.py 1f1241398f80e513 unverified Apache-2.0 (permissive)
Aviary: training language agents on challenging scientific tasks 30 Dec 2024 Future-House/aviary/packages/hotpotqa/src/aviary/envs/hotpotqa/env.py 55531063786b8630 unverified Apache-2.0 (permissive)
Navigating Extremes: Dynamic Sparsity in Large Output Space 5 Nov 2024 xmc-aalto/NeurIPS24-dst/src/utils.py 90b6172fa5dbab0b unverified no licence file found · pointer only
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation 30 Sep 2024 deepsoftwareanalytics/llmcodinghallucination/model.py c7261b10bd59d790 ran fingerprinted MIT (permissive)
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation 8 Aug 2024 medicinetoken/medical-graph-rag/creat_graph_with_description.py 0e09ce8da8eec602 ran fingerprinted MIT (permissive)
DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models 24 Jul 2024 copenlu/dynamicqa/final_code/get_stubborn_persuaded_instances.py 6be46e1c5df4f04d ran fingerprinted no licence file found · pointer only
AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases 17 Jul 2024 BillChan226/AgentPoison/ReAct/local_wikienv.py bc9c62eed2281d88 ran fingerprinted MIT (permissive)
THREAD: Thinking Deeper with Recursive Spawning 27 May 2024 philipmit/thread/webshop/run_webshop.py 961911bec23c09ff ran · our draft was wrong fingerprinted no licence file found · pointer only
GMMFormer v2: An Uncertainty-aware Framework for Partially Relevant Video Retrieval 22 May 2024 huangmozhi9527/gmmformer_v2/src/Datasets/data_provider.py 1f1241398f80e513 unverified no licence file found · pointer only
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs 10 Apr 2024 petergriffinjin/graph-cot/GPT/code/run_GPT.py c373c5e580ba5c6f ran Apache-2.0 (permissive)
Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering 19 Mar 2024 gy915/dr3/ReAct+/wikienv_2.py 961911bec23c09ff ran · our draft was wrong fingerprinted no licence file found · pointer only
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records 25 Feb 2024 ritaranx/RAM-EHR/prompt_gpt_def.py 2fd46a9fc43fa059 ran · our draft was wrong fingerprinted MIT (permissive)
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records 25 Feb 2024 ritaranx/RAM-EHR/model_src/utils.py efe1a86fd9a2468e ran · our draft was wrong fingerprinted MIT (permissive)
Soft Self-Consistency Improves Language Model Agents 20 Feb 2024 identical code first harvested elsewhere 961911bec23c09ff ran · our draft was wrong fingerprinted licence of this copy not recorded
PreAct: Prediction Enhances Agent's Planning Ability 18 Feb 2024 fu-dayuan/preact/LanguageAgentTreeSearch/hotpot/wikienv.py 950bad9206459619 ran fingerprinted no licence file found · pointer only
An LLM Compiler for Parallel Function Calling 7 Dec 2023 squeezeailab/llmcompiler/src/docstore/wikipedia.py 396014a6a917554c ran fingerprinted MIT (permissive)
ADaPT: As-Needed Decomposition and Planning with Language Models 8 Nov 2023 archiki/ADaPT/run_webshop.py 961911bec23c09ff ran · our draft was wrong fingerprinted MIT (permissive)
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models 1 Nov 2023 identical code first harvested elsewhere 2fd46a9fc43fa059 ran · our draft was wrong fingerprinted licence of this copy not recorded
GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval 8 Oct 2023 huangmozhi9527/GMMFormer/src/Datasets/data_provider.py 1f1241398f80e513 unverified no licence file found · pointer only
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models 6 Oct 2023 andyz245/LanguageAgentTreeSearch/hotpot/wikienv.py 950bad9206459619 ran fingerprinted MIT (permissive)
KDSTM: Neural Semi-supervised Topic Modeling with Knowledge Distillation 4 Jul 2023 yumeng5/WeSTClass/load_data.py aff9156b5262f81c unverified Apache-2.0 (permissive)
Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias 28 Jun 2023 yueyu1030/AttrPrompt/gen_train_data/filter.py 2fd46a9fc43fa059 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias 28 Jun 2023 yueyu1030/attrprompt/train_classifier/plm_model/utils.py efe1a86fd9a2468e ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
ToolQA: A Dataset for LLM Question Answering with External Tools 23 Jun 2023 night-chen/toolqa/benchmark/ChatGPT/code/query.py c373c5e580ba5c6f ran Apache-2.0 (permissive)
AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models 24 May 2023 owaski/autoplan/envs/wikienv.py 961911bec23c09ff ran · our draft was wrong fingerprinted MIT (permissive)
Neighborhood-Regularized Self-Training for Learning with Few Labels 10 Jan 2023 ritaranx/NeST/utils.py efe1a86fd9a2468e ran · our draft was wrong fingerprinted MIT (permissive)
ReAct: Synergizing Reasoning and Acting in Language Models 6 Oct 2022 ysymyth/ReAct/wikienv.py 961911bec23c09ff ran · our draft was wrong fingerprinted MIT (permissive)
Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data 9 Jun 2021 hirupert/sede/src/preprocessing/preprocess.py f523c4d648a7a510 unverified Apache-2.0 (permissive)
Low-Rank Subspaces for Unsupervised Entity Linking 18 Apr 2021 lephong/dl4el/jrk/el_extract_type_instance.py c43754de11f09c77 unverified Apache-2.0 (permissive)
Data Distillation for Text Classification 17 Apr 2021 liyongqi67/Data-Distillation-for-Text-Classification/train2.py ff7e482dc6719a88 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Location-aware Graph Convolutional Networks for Video Question Answering 7 Aug 2020 SunDoge/L-GCN/utils/dictionary.py 9dd016f6325a3959 unverified BSD-3-Clause (permissive)
POINTER: Constrained Progressive Text Generation via Insertion-based Generative Pre-training 1 May 2020 dreasysnail/POINTER/generate_training_data.py 12ee396a3f687879 unverified MIT (permissive)
Logical Natural Language Generation from Open-Domain Tables 22 Apr 2020 wenhuchen/LogicNLG/GPT2-coarse-to-fine.py a87386696868f1e0 ran · our draft was wrong MIT (permissive)
VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification 12 Apr 2020 Louis-udm/VGCN-BERT/old_version/vgcn_bert/utils.py efe1a86fd9a2468e ran · our draft was wrong fingerprinted MIT (permissive)
VIOLIN: A Large-Scale Dataset for Video-and-Language Inference 25 Mar 2020 jimmy646/violin/violin_dataset.py cd95678702d04756 unverified MIT (permissive)
Graph Star Net for Generalized Multi-Task Learning 21 Jun 2019 graph-star-team/graph_star/utils/create_text_graph.py efe1a86fd9a2468e ran · our draft was wrong fingerprinted MIT (permissive)
Every child should have parents: a taxonomy refinement algorithm based on hyperbolic term embeddings 5 Jun 2019 uhh-lt/Taxonomy_Refinement_Embeddings/data_loader.py 03acd27e54b1049b ran · our draft was wrong fingerprinted GPL-3.0 (copyleft) · pointer only
Text Classification Algorithms: A Survey 17 Apr 2019 kk7nc/Text_Classification/code/Hierarchical_Attention_Networks/textClassifierConv.py d2747590c0140e00 unverified MIT (permissive)
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering 8 Apr 2019 fanchenyou/HME-VideoQA/gif-qa/data_util/data_util.py 5cac0af93add604d unverified MIT (permissive)
Weakly-Supervised Hierarchical Text Classification 29 Dec 2018 yumeng5/WeSHClass/load_data.py c7ce016cdc8da261 unverified Apache-2.0 (permissive)
Adversarial Text Generation via Feature-Mover's Distance 17 Sep 2018 vijini/FM-GAN/eval/selfbleu_arxiv.py e121c34616adebb5 ran · our draft was wrong fingerprinted no licence file found · pointer only
Rational Recurrences 28 Aug 2018 Noahs-ARK/rational-recurrences/classification/dataloader.py e9b5db20aa3c2994 unverified MIT (permissive)
A Structured Self-attentive Sentence Embedding 9 Mar 2017 roomylee/self-attentive-emb-tf/data_helpers.py efe1a86fd9a2468e ran · our draft was wrong fingerprinted MIT (permissive)
Domain Separation Networks 22 Aug 2016 WinChua/CDRTR/CDRTR/preprocess/utils.py 3a61a354e5a70023 unverified BSD-2-Clause (permissive)
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification 13 Oct 2015 afrozloya/charrec/data_helpers.py efe1a86fd9a2468e ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Convolutional Neural Networks for Sentence Classification 25 Aug 2014 audqhsid/-Review-CNN-for-Sentence-Classification/CNNforSentence/data_helpers.py efe1a86fd9a2468e ran · our draft was wrong fingerprinted no licence file found · pointer only
Convolutional Neural Networks for Sentence Classification 25 Aug 2014 Shawn1993/cnn-text-classification-pytorch/mydatasets.py 8ebb1beb61837fb1 unverified Apache-2.0 (permissive)
Convolutional Neural Networks for Sentence Classification 25 Aug 2014 ddajing/multilayer-cnn-text-classification/data_helpers.py efc3a77905da7a9d unverified Apache-2.0 (permissive)
arXiv:aaai_29835 KEAML-JLU/GIFT/preprocess_svd.py 073192d34fe13296 unverified MIT (permissive)
arXiv:aaai_21366 qkrdmsghk/TextSSL/re-extract_data/remove_words.py efe1a86fd9a2468e ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:2025.emnlp-main.472 FKarl/HYDRA/dataset/WebOfScience/preprocess_wos.py 1a97c0a2b2a05392 unverified MIT (permissive)
arXiv:2024.findings-acl.916 ritaranx/ClinGen/src/medication_attr/clingen.py 2fd46a9fc43fa059 ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:2023.findings-emnlp.384 JHL-HUST/SparseMA/dataloader/crisismmd_dataset.py 2244774005210581 unverified Apache-2.0 (permissive)
arXiv:2023.findings-emnlp.205 owaski/AutoPlan/envs/wikienv.py 961911bec23c09ff ran · our draft was wrong fingerprinted 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