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parse_arguments

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

parse_arguments appears in the code Syntology harvested for 61 papers, as 74 distinct code bodies found in 81 places (a place is one code body under one paper). At least one of them ran in 24 of the papers; 2 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 parse_arguments 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 21 of the 74 distinct code bodies named parse_arguments; 53 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
19ran · our draft was wrong
0ran · fixture could not drive it
2ran
53unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 21 of the 81 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

61 papers shown of 61, newest first; 81 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 2 papers added by Syntology; 1 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
LLM DNA: Tracing Model Evolution via Functional Representations added by Syntology 2025-09 (from id) Xtra-Computing/LLM-DNA/src/llm_dna/core/extraction.py f4f4d45a29673b77 unverified Apache-2.0 (permissive)
TabStruct: Measuring Structural Fidelity of Tabular Data added by Syntology 2025-09 (from id) SilenceX12138/TabStruct/src/tabstruct/common/runtime/config/argument.py 982527453e82549b unverified Apache-2.0 (permissive)
Causal-LLaVA: Causal Disentanglement for Mitigating Hallucination in Multimodal Large Language Models 26 May 2025 ignisavium/causal-llava/confounders/get_projector_confounders.py 84ace2bb0fd9aaff unverified MIT (permissive)
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG 12 Feb 2025 kushagrabhushan/Systematic-Knowledge-Injection/py_scripts/assign_gold_passage_ids_to_subdocs.py 675b9f9a51334c87 unverified Apache-2.0 (permissive)
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG 12 Feb 2025 kushagrabhushan/Systematic-Knowledge-Injection/py_scripts/corrupt_retriever.py b938cda3e98319eb unverified Apache-2.0 (permissive)
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG 12 Feb 2025 kushagrabhushan/Systematic-Knowledge-Injection/py_scripts/create_and_index_chunks.py 0ea467579b57a36e unverified Apache-2.0 (permissive)
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG 12 Feb 2025 kushagrabhushan/Systematic-Knowledge-Injection/py_scripts/retrieve_passages_for_synthetic_data.py 2da24db55f2ec020 unverified Apache-2.0 (permissive)
MVC-VPR: Mutual Learning of Viewpoint Classification and Visual Place Recognition 12 Dec 2024 Gucci233/MutualVPR/myparser.py dd6baf8e06f292e1 unverified no licence file found · pointer only
Fine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task Arithmetic 9 Jul 2024 kyrie-23/linear_task_arithmetic/src/optimize.py 0b6df3371834b271 unverified MIT (permissive)
Tool-Planner: Task Planning with Clusters across Multiple Tools 6 Jun 2024 OceannTwT/Tool-Planner/src/planner/plan.py 5d7af7ec7a3dc062 unverified no licence file found · pointer only
Deep Learning for Detecting and Early Predicting Chronic Obstructive Pulmonary Disease from Spirogram Time Series 6 May 2024 yudaleng/copd-early-prediction/run_predict.py c296a5151750bd2c unverified licence not identified · pointer only
Any2Point: Empowering Any-modality Large Models for Efficient 3D Understanding 11 Apr 2024 ziyuguo99/viewrefer3d/referit3d/in_out/arguments.py 5061d20ec9e0c070 unverified no licence file found · pointer only
Frequency Spectrum is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector 18 Dec 2023 dm4m/fsru/arguments.py d243bb29a2b8849a unverified no licence file found · pointer only
MuRF: Multi-Baseline Radiance Fields 7 Dec 2023 autonomousvision/murf/options.py c57c6e4ede0dc332 ran MIT (permissive)
MeaeQ: Mount Model Extraction Attacks with Efficient Queries 21 Oct 2023 C-W-D/MeaeQ/utils/config.py dfba938414a5b52e unverified Apache-2.0 (permissive)
HiGen: Hierarchical Graph Generative Networks 30 May 2023 karami-m/higen_main/utils/arg_helper.py 1409387dce8f1173 unverified MIT (permissive)
Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization 22 May 2023 damo-nlp-sg/llm_summeval/eval_with_rts_or_mcq.py 9eb61ff8cb99e3c2 ran · our draft was wrong no licence file found · pointer only
Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization 22 May 2023 damo-nlp-sg/llm_summeval/extract_model_scores.py 83d5c90b558826b2 ran · our draft was wrong no licence file found · pointer only
Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization 22 May 2023 damo-nlp-sg/llm_summeval/calc_data_corr.py 1cf268b0a78a8fd4 ran · our draft was wrong no licence file found · pointer only
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models 6 May 2023 AGI-Edgerunners/Plan-and-Solve-Prompting/prompt.py 941e78535a2d1c4e unverified no licence file found · pointer only
Explicit Correspondence Matching for Generalizable Neural Radiance Fields 24 Apr 2023 donydchen/matchnerf/options.py eae59d89065e271f unverified MIT (permissive)
Multi-dimensional concept discovery (MCD): A unifying framework with completeness guarantees 27 Jan 2023 grobruegge/hu-mcd/run_humcd.py dc7701ca317940e4 ran · our draft was wrong MIT (permissive)
Look Around and Refer: 2D Synthetic Semantics Knowledge Distillation for 3D Visual Grounding 25 Nov 2022 eslambakr/LAR-Look-Around-and-Refer/referit3d/in_out/arguments.py 41287c8fa68f7ce7 unverified MIT (permissive)
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem 21 Oct 2022 zwq2018/multi-view-consistency-for-mwp/main_math23k.py aa868b456e259fdc unverified MIT (permissive)
Transfer Learning of wav2vec 2.0 for Automatic Lyric Transcription 20 Jul 2022 guxm2021/alt_speechbrain/speechbrain/core.py 85608dd83e84cc4e unverified Apache-2.0 (permissive)
OPOM: Customized Invisible Cloak towards Face Privacy Protection 24 May 2022 zhongyy/opom/code/generation/gen_privacy_torch.py 91a206740e1f24ab unverified MIT (permissive)
EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction 7 Feb 2022 HannesStark/EquiBind/inference.py b1025eab204b2798 unverified MIT (permissive)
MAAD: A Model and Dataset for "Attended Awareness" in Driving 16 Oct 2021 ToyotaResearchInstitute/att-aware/src/maad/configs/args_file.py dbb7cbdcbff679d3 unverified MIT (permissive)
Asymptotics of Network Embeddings Learned via Subsampling 6 Jul 2021 aday651/embed-asym-experiments/custom_scripts/gen_data.py 25492f639e03d229 ran · our draft was wrong MIT (permissive)
Towards Biologically Plausible Convolutional Networks 22 Jun 2021 romanpogodin/towards-bio-plausible-conv/dynamic_weight_sharing.py 72dd1e31464b3b55 ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
SpeechBrain: A General-Purpose Speech Toolkit 8 Jun 2021 guxm2021/svt_speechbrain/speechbrain/core.py 85608dd83e84cc4e unverified Apache-2.0 (permissive)
BARF: Bundle-Adjusting Neural Radiance Fields 13 Apr 2021 chenhsuanlin/bundle-adjusting-NeRF/options.py c57c6e4ede0dc332 ran MIT (permissive)
A contrastive rule for meta-learning 4 Apr 2021 smonsays/contrastive-meta-learning/bandit/ray_metabandit.py 2186a88be6035ce8 unverified MIT (permissive)
Extracting Training Data from Large Language Models 14 Dec 2020 ftramer/LM_Memorization/extraction.py 2a6129e2c84f477d ran · our draft was wrong MIT (permissive)
Benchmarking Deep Learning Interpretability in Time Series Predictions 26 Oct 2020 ayaabdelsalam91/TS-Interpretability-Benchmark/Scripts/run_benchmark.py 0c32c2b12d8473af unverified no licence file found · pointer only
SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images 20 Oct 2020 chenhsuanlin/signed-distance-SRN/options.py 0542a2ea854639c5 unverified MIT (permissive)
Points2Surf: Learning Implicit Surfaces from Point Cloud Patches 20 Jul 2020 ErlerPhilipp/points2surf/source/points_to_surf_eval.py f51709e1f7c95b06 ran · our draft was wrong MIT (permissive)
Points2Surf: Learning Implicit Surfaces from Point Cloud Patches 20 Jul 2020 ErlerPhilipp/points2surf/source/points_to_surf_train.py 1cd5046a0ace2eb4 unverified MIT (permissive)
Concept Bottleneck Models 9 Jul 2020 yewsiang/ConceptBottleneck/CUB/hyperopt.py d65244603db1c967 unverified MIT (permissive)
Graph Neural Networks for the Prediction of Substrate-Specific Organic Reaction Conditions 8 Jul 2020 slryou41/reaction-gcnn/predict.py 0aa8f3f2c68f41f7 ran · our draft was wrong no licence file found · pointer only
ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification 2020-05 (from id) ol-mega/ppca/speechbrain/core.py bd8ed1453a55a2df unverified Apache-2.0 (permissive)
BLEU might be Guilty but References are not Innocent 13 Apr 2020 atreyasha/semantic-isometry-nmt/src/evaluate_paraphrase_detection_wmt19_paraphrases_de_en.py fb7795a4d2ecdda6 ran MIT (permissive)
Advbox: a toolbox to generate adversarial examples that fool neural networks 13 Jan 2020 advboxes/AdvBox/advbox_family/ODD/object_detectors/yolo_tiny_model_updated.py f99837850d677750 unverified Apache-2.0 (permissive)
Co-evolution of language and agents in referential games 10 Jan 2020 gautierdag/cultural-evolution-engine/baseline.py 86b34f740b9fa818 unverified MIT (permissive)
Self-Supervised Deep Depth Denoising 3 Sep 2019 VCL3D/DeepDepthDenoising/inference.py b579403b36c532af ran · our draft was wrong fingerprinted MIT (permissive)
AdvHat: Real-world adversarial attack on ArcFace Face ID system 23 Aug 2019 papermsucode/advhat/Attack/attack.py 297aa8a256f4855d unverified MIT (permissive)
Towards Automatic Concept-based Explanations 7 Feb 2019 MKowal2/ACE_TCAV_Pytorch/ace_run.py e9542d3b9a5121ab ran · our draft was wrong no licence file found · pointer only
Towards Automatic Concept-based Explanations 7 Feb 2019 amiratag/ACE/ace_run.py bf9ed01f6e964a95 ran · our draft was wrong MIT (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 scotthlee/injury_autocoding/src/evaluation.py e5e4ad8ef8a96e8d unverified Apache-2.0 (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 scotthlee/injury_autocoding/src/preprocessing.py 5e8114b1fe8c40c2 unverified Apache-2.0 (permissive)
Machine learning method for state preparation and gate synthesis on photonic quantum computers 2018-07 (from id) XanaduAI/quantum-learning/gate_synthesis.py 9d21c843d38ac649 unverified Apache-2.0 (permissive)
Machine learning method for state preparation and gate synthesis on photonic quantum computers 2018-07 (from id) XanaduAI/quantum-learning/state_learner.py ff2bc666de3f55a0 unverified Apache-2.0 (permissive)
Layer-structured 3D Scene Inference via View Synthesis 26 Jul 2018 VCL3D/SphericalViewSynthesis/infer.py 8e4d142e91b7b4b5 unverified BSD-2-Clause (permissive)
Layer-structured 3D Scene Inference via View Synthesis 26 Jul 2018 VCL3D/SphericalViewSynthesis/train_lr.py c319c00d91cee329 unverified BSD-2-Clause (permissive)
Multicolumn Networks for Face Recognition 24 Jul 2018 ibendrup/MulticolumnNetwork/split_train_data.py a5633a6f6abd1238 unverified MIT (permissive)
CBAM: Convolutional Block Attention Module 17 Jul 2018 identical code first harvested elsewhere f891cdc1c30186df ran · our draft was wrong licence of this copy not recorded
Covariance Pooling For Facial Expression Recognition 13 May 2018 d-acharya/CovPoolFER/temporal_pooling/src/softmaxClassifier.py 881e4e00ce2295dc ran · our draft was wrong no licence file found · pointer only
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices 20 Apr 2018 godofpdog/MobileFaceNet_keras/train_MobileFaceNet.py a675542da5271225 ran · our draft was wrong no licence file found · pointer only
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices 20 Apr 2018 sunil-rival/insightface/rival-src/embedding_generator.py e1ae46f172543f30 unverified MIT (permissive)
Understanding disentangling in $β$-VAE 10 Apr 2018 Knight13/beta-VAE-disentanglement/src/training_script.py 5713ebe8202169a0 ran · our draft was wrong no licence file found · pointer only
ArcFace: Additive Angular Margin Loss for Deep Face Recognition 23 Jan 2018 mike07026/insightface_20190620/src/align/align_insight.py c2a17396e5b1b237 ran · our draft was wrong MIT (permissive)
Squeeze-and-Excitation Networks 5 Sep 2017 identical code first harvested elsewhere f891cdc1c30186df ran · our draft was wrong licence of this copy not recorded
Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs 28 Mar 2017 lmb-freiburg/ogn/python/rendering/render_model.py 7ed0525ab1036fa2 ran · our draft was wrong fingerprinted licence not identified · pointer only
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks 19 Mar 2017 mp2893/medgan/medgan.py ea19ab0f532b04b8 unverified BSD-3-Clause (permissive)
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks 19 Mar 2017 marcolussetti/extended-medgan/medgan.py a522a26ebea84bdc unverified BSD-3-Clause (permissive)
De-identification of Patient Notes with Recurrent Neural Networks 10 Jun 2016 Franck-Dernoncourt/NeuroNER/neuroner/__main__.py 848f9b6b6e76e0bd unverified MIT (permissive)
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning 23 Feb 2016 kobiso/CBAM-tensorflow/Inception_v4.py f891cdc1c30186df ran · our draft was wrong MIT (permissive)
Effective Approaches to Attention-based Neural Machine Translation 17 Aug 2015 identical code first harvested elsewhere 2a74b7a19b47b566 ran · our draft was wrong licence of this copy not recorded
FaceNet: A Unified Embedding for Face Recognition and Clustering 12 Mar 2015 davidsandberg/facenet/src/calculate_filtering_metrics.py a82486571161a870 unverified MIT (permissive)
FaceNet: A Unified Embedding for Face Recognition and Clustering 12 Mar 2015 davidsandberg/facenet/src/classifier.py d92c614160197911 unverified MIT (permissive)
FaceNet: A Unified Embedding for Face Recognition and Clustering 12 Mar 2015 davidsandberg/facenet/src/compare.py 87d1df4dbd89d230 unverified MIT (permissive)
FaceNet: A Unified Embedding for Face Recognition and Clustering 12 Mar 2015 davidsandberg/facenet/src/freeze_graph.py 963db4c683804ff8 unverified MIT (permissive)
FaceNet: A Unified Embedding for Face Recognition and Clustering 12 Mar 2015 davidsandberg/facenet/src/validate_on_lfw.py e5746d8d7bb88d4e unverified MIT (permissive)
FaceNet: A Unified Embedding for Face Recognition and Clustering 12 Mar 2015 eewindfly/facenet/src/calculate_filtering_metrics.py ec7f18c829922c0d unverified MIT (permissive)
FaceNet: A Unified Embedding for Face Recognition and Clustering 12 Mar 2015 eewindfly/facenet/src/compare.py 98abf15832cb7c58 unverified MIT (permissive)
FaceNet: A Unified Embedding for Face Recognition and Clustering 12 Mar 2015 eewindfly/facenet/src/download_vgg_face_dataset.py 44b24dcf0e47dceb unverified MIT (permissive)
FaceNet: A Unified Embedding for Face Recognition and Clustering 12 Mar 2015 eewindfly/facenet/src/infer.py cb33e0f36fcc8c79 unverified MIT (permissive)
Sequence to Sequence Learning with Neural Networks 10 Sep 2014 hnt4499/seq2seq/scripts/train_and_evaluate.py 2a74b7a19b47b566 ran · our draft was wrong MIT (permissive)
Neural Machine Translation by Jointly Learning to Align and Translate 1 Sep 2014 identical code first harvested elsewhere 2a74b7a19b47b566 ran · our draft was wrong licence of this copy not recorded
Challenges in Representation Learning: A report on three machine learning contests 1 Jul 2013 justinshenk/fer/src/fer/fer.py f362c8c447e17b24 unverified MIT (permissive)
arXiv:ijcai2021_0082 BioNN-InfoTech/visual-probes/ACE/ace_run.py bf9ed01f6e964a95 ran · our draft was wrong 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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