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parse

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

parse appears in the code Syntology harvested for 85 papers, as 84 distinct code bodies found in 94 places (a place is one code body under one paper). At least one of them ran in 22 of the papers; 9 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 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 84 distinct code bodies named parse; 63 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
0ran · violated contract
6ran · our draft was wrong
1ran · fixture could not drive it
12ran
63unverified
9fingerprinted

Licence is a property of each copy, so it is counted per place: 24 of the 94 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

85 papers shown of 85, newest first; 94 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; 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
Faults in Our Formal Benchmarking: Dataset Defects and Evaluation Failures in Lean Theorem Proving added by Syntology 2026-06 (from id) leanprover/lean4/script/diff_changelogs.py 75564b0335312c63 unverified Apache-2.0 (permissive)
A Verifiable Search Is Not a Learnable Chain-of-Thought added by Syntology 2026-06 (from id) harshpatel1692/search-not-learnable/pipeline/bit_bfs.py 9199b3294ad7243d ran fingerprinted licence not identified · pointer only
Implicit Geographic Inference in LLM Medical Triage: Language-Driven Disparities in Emergency Recommendations added by Syntology 2026-06 (from id) wongqihan/ai-behavioral-experiments/multilingual-medical-triage/run_french_russian.py 391c1b0d7d59effb ran fingerprinted MIT (permissive)
Implicit Geographic Inference in LLM Medical Triage: Language-Driven Disparities in Emergency Recommendations added by Syntology 2026-06 (from id) wongqihan/ai-behavioral-experiments/multilingual-medical-triage/run_us_anchor_fr_ru.py 677780718b58e3e8 ran fingerprinted MIT (permissive)
The Translation Tax Is Not a Scalar: A Counterfactual Audit of English-Source Cue Inheritance in Chinese Multilingual Benchmarks added by Syntology 2026-05 (from id) chi-mi-rvard/translation-tax-supplement/run_include_lean.py 337f42888f9dfd0a ran fingerprinted licence not identified · pointer only
Psychological Steering of Large Language Models added by Syntology 2026-04 (from id) kaistAI/FLASK/metadata_annotation/skillset/skillset_annotation.py 11f5c18cf7453f16 ran · honoured contract no licence file found · pointer only
Coarsening Causal DAG Models added by Syntology 2026-01 (from id) juangamella/causal-chamber/hardware/control/messages.py 050c08a1cc92003e unverified CC-BY-4.0 · pointer only
PIGDreamer: Privileged Information Guided World Models for Safe Partially Observable Reinforcement Learning added by Syntology 2025-08 (from id) hggforget/PIGDreamer/plot/plot.py ede523101bd6a1ef unverified no licence file found · pointer only
PIGDreamer: Privileged Information Guided World Models for Safe Partially Observable Reinforcement Learning added by Syntology 2025-08 (from id) hggforget/PIGDreamer/plot/plot_single.py f4a50bba33ba9b89 unverified no licence file found · pointer only
Self-Critique and Refinement for Faithful Natural Language Explanations 28 May 2025 ymwangv/SR-NLE/src/modules/refinement_generator.py 0011e2b3c7468a9f ran · our draft was wrong fingerprinted no licence file found · pointer only
LogiCase: Effective Test Case Generation from Logical Description in Competitive Programming 21 May 2025 Aditi1612/Grammar-based-test-case-generation/src/counting_context_free_grammar/counting_context_free_grammar.py 7ecc2b0e46187127 unverified licence not identified · pointer only
Game-theoretic LLM: Agent Workflow for Negotiation Games 8 Nov 2024 wenyueh/game_theory/src/sequential_game_agent.py 320f7ca1127101c9 unverified Apache-2.0 (permissive)
Game-theoretic LLM: Agent Workflow for Negotiation Games 8 Nov 2024 wenyueh/game_theory/src/deal_no_deal/deal_no_deal.py d7ba30c8b087493a unverified Apache-2.0 (permissive)
A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models 5 Oct 2024 mozillazg/python-pinyin/gen_phrases_dict.py d95e439c609fdab6 unverified MIT (permissive)
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models 24 Sep 2024 jgraph/drawio/etc/i18n/check-translations.py c3d7cbcf3bfd5566 ran Apache-2.0 (permissive)
PASSION: Towards Effective Incomplete Multi-Modal Medical Image Segmentation with Imbalanced Missing Rates 20 Jul 2024 jun-jie-shi/passion/code/utils/parser.py 8a289ba730141ed4 ran Apache-2.0 (permissive)
LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning 20 Jun 2024 SilinMeng0510/llm-astar/llmastar/utils/utils.py e4695eb63c674f80 ran fingerprinted MIT (permissive)
KernelWarehouse: Rethinking the Design of Dynamic Convolution 12 Jun 2024 OSVAI/KernelWarehouse/detection/mmdet/models/backbones/kernel_warehouse.py f2bf9f878ee4c85c ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
KernelWarehouse: Rethinking the Design of Dynamic Convolution 12 Jun 2024 osvai/kernelwarehouse/modules/kernel_warehouse.py 0ef7571bb962c569 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations 4 Jun 2024 SarthakYadav/audio-mamba-official/stats_aggregation.py 4eddf0f5b7f45b95 ran MIT (permissive)
Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models 15 Apr 2024 algolzw/daclip-uir/universal-image-restoration/config/daclip-sde/options.py 9a64f79c73dd7f45 unverified MIT (permissive)
Structure Matters: Tackling the Semantic Discrepancy in Diffusion Models for Image Inpainting 29 Mar 2024 htyjers/StrDiffusion/train/discriminator/config/inpainting/options.py 2178a45bccb10af5 unverified Apache-2.0 (permissive)
Learning A Physical-aware Diffusion Model Based on Transformer for Underwater Image Enhancement 3 Mar 2024 chenydong/pa-diff/core/logger.py 7ab62e92dd308cad unverified Apache-2.0 (permissive)
ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs 19 Feb 2024 uw-nsl/ArtPrompt/utils/dataset.py 48cf084f7ea0ecf5 ran MIT (permissive)
DP-AdamBC: Your DP-Adam Is Actually DP-SGD (Unless You Apply Bias Correction) 21 Dec 2023 ubc-systopia/DP-AdamBC/jax_implementation/configlib.py c5ea6e2b814f150f unverified no licence file found · pointer only
Regularity as Intrinsic Reward for Free Play 3 Dec 2023 orybkin/lexa-benchmark/envs/utils.py b0f5a468ceda2eaf unverified no licence file found · pointer only
DREAM: Diffusion Rectification and Estimation-Adaptive Models 30 Nov 2023 jinxinzhou/dream/sr3/core/logger.py f03c72874fba460b unverified no licence file found · pointer only
Neural Degradation Representation Learning for All-In-One Image Restoration 19 Oct 2023 mdyao/NDR-Restore/options/options.py 7965a5360a9aa1ef unverified MIT (permissive)
arXiv:2310.01551 2023-10 (from id) SullivanC19/pydl8.5-topk/topk/algorithms/run_topk.py 1cb9a08d9eab549a unverified MIT (permissive)
Controlling Vision-Language Models for Multi-Task Image Restoration 2 Oct 2023 Algolzw/daclip-uir/universal-image-restoration/config/daclip-sde/options.py 9a64f79c73dd7f45 unverified MIT (permissive)
Turbulence in Focus: Benchmarking Scaling Behavior of 3D Volumetric Super-Resolution with BLASTNet 2.0 Data 23 Sep 2023 Kaggle/kaggle-api/src/kaggle/models/kaggle_models_extended.py 90d1e4174673373a ran Apache-2.0 (permissive)
ChatEDA: A Large Language Model Powered Autonomous Agent for EDA 20 Aug 2023 wuhy68/chatedav1/api_doc/parse_mk_config.py 5d99dfd7eb603c7b unverified Apache-2.0 (permissive)
Realistic Full-Body Tracking from Sparse Observations via Joint-Level Modeling 17 Aug 2023 zxz267/AvatarJLM/utils/utils_option.py 630044843d91b1bb ran MIT (permissive)
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets 20 Jul 2023 kaistai/flask/metadata_annotation/skillset/skillset_annotation.py 11f5c18cf7453f16 ran · honoured contract no licence file found · pointer only
MoTIF: Learning Motion Trajectories with Local Implicit Neural Functions for Continuous Space-Time Video Super-Resolution 16 Jul 2023 sichun233746/MoTIF/option.py 6ffd122e30ed6f08 unverified no licence file found · pointer only
Chain-of-Symbol Prompting Elicits Planning in Large Langauge Models 17 May 2023 hanxuhu/chain-of-symbol-planning/eval/eval_prompt.py 0d51053a2240af38 ran · our draft was wrong fingerprinted no licence file found · pointer only
arXiv:2304.12939 2023-04 (from id) mido/mido/mido/parser.py c499417f07d17ebe unverified MIT (permissive)
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution 4 Apr 2023 brian-moser/diwa/core/logger.py 27e812d0b0c57e37 unverified Apache-2.0 (permissive)
The 2022 n2c2/UW Shared Task on Extracting Social Determinants of Health 13 Jan 2023 romanows/sdoh-n2c2/n2c2_ss/brat.py 539756385061b279 unverified MIT recorded; this copy not marked cleared · pointer only
Understanding the Impact of Adversarial Robustness on Accuracy Disparity 28 Nov 2022 Accuracy-Disparity/AT-on-AD/process_data.py 7b8fce327dcfb982 unverified no licence file found · pointer only
Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE 24 Oct 2022 smlc-nysbc/target-vae/src/mrc.py e23c9b574323efb9 unverified MIT (permissive)
AT-DDPM: Restoring Faces degraded by Atmospheric Turbulence using Denoising Diffusion Probabilistic Models 24 Aug 2022 nithin-gk/at-ddpm/core/logger.py 27e812d0b0c57e37 unverified Apache-2.0 (permissive)
Flow-Guided Transformer for Video Inpainting 14 Aug 2022 hitachinsk/FGT/FGT/parse.py 8fe8568379d37392 unverified MIT (permissive)
AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing 27 Jul 2022 eth-siplab/avatarposer/utils/utils_option.py f15df57ab75e961b unverified MIT (permissive)
MultiViz: Towards Visualizing and Understanding Multimodal Models 30 Jun 2022 pliang279/MultiViz/structured-framework/models/clevr_mdetr.py 659d624c15f7085b unverified MIT (permissive)
MultiViz: Towards Visualizing and Understanding Multimodal Models 30 Jun 2022 pliang279/MultiViz/structured-framework/models/flickr30k_clip.py d0dfe0fc19a24f76 unverified MIT (permissive)
DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection 23 Jun 2022 wgcban/ddpm-cd/core/logger.py ebcbfae053892594 unverified MIT (permissive)
mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation 6 Jun 2022 yaozhang93/mmformer/mmformer/utils/parser.py 8d95807841fa86b8 unverified Apache-2.0 (permissive)
A Neural Network Architecture for Program Understanding Inspired by Human Behaviors 10 May 2022 c2nes/javalang/javalang/javadoc.py dfeacfa37a441cb3 unverified MIT (permissive)
Constrained Policy Optimization via Bayesian World Models 24 Jan 2022 yardenas/la-mbda/experiments/plot.py d7d477df4bbd828d unverified MIT (permissive)
Text Prior Guided Scene Text Image Super-resolution 29 Jun 2021 mjq11302010044/TPGSR/utils/utils_option.py f1a1102fda28175b ran · our draft was wrong MIT (permissive)
Quasi-Bayesian Dual Instrumental Variable Regression 16 Jun 2021 meta-inf/qbdiv/exps/runner/utils.py 41ace11cbdcbfc25 unverified MIT (permissive)
CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes 23 May 2021 vdigpku/cmua-watermark/model_data_prepare.py b27511e26968bb40 unverified MIT (permissive)
CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes 23 May 2021 vdigpku/cmua-watermark/AttGAN/attack_attgan.py ff1150bb48d8be90 unverified MIT (permissive)
Unchain the Search Space with Hierarchical Differentiable Architecture Search 11 Jan 2021 msight-tech/research-HDAS/models/search_stage.py c145b4b1d1132a1d ran · our draft was wrong licence not identified · pointer only
SRFlow: Learning the Super-Resolution Space with Normalizing Flow 25 Jun 2020 liyuantsao/BFSR/SRFlow-LP/code/options/options.py 7738c4d667301cd0 unverified no licence file found · pointer only
AFDet: Anchor Free One Stage 3D Object Detection 23 Jun 2020 chowkamlee81/CentrePointNet/det3d/visualization/netviz.py 50ded6a49b80467e unverified MIT (permissive)
Invertible Image Rescaling 12 May 2020 JoegameZhou/ms-irn/src/options/options.py df072befe275ec6a unverified Apache-2.0 (permissive)
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching 11 May 2020 pengbaolin/soloist/examples/reminderbot/reminderbot_server.py 4c64232520600a53 unverified MIT (permissive)
Practical Comparable Data Collection for Low-Resource Languages via Images 24 Apr 2020 madaan/pml4dc-comparable-data-collection/src/find_token_alignments.py 96bf801a5915bca6 ran · our draft was wrong no licence file found · pointer only
TF-Coder: Program Synthesis for Tensor Manipulations 19 Mar 2020 google-research/tensorflow-coder/tf_coder_colab_logging/serialization.py 96d83889ae3ee17c unverified Apache-2.0 (permissive)
Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs 18 Feb 2020 yang-han/Self-Enhanced_GNN/tna_parser.py e59b190126690ed3 unverified MIT (permissive)
Deeper Insights into Weight Sharing in Neural Architecture Search 6 Jan 2020 ultmaster/deeper-insights-weight-sharing/genotypes.py 7ac97563dbd4f579 unverified MIT (permissive)
End-to-End Model-Free Reinforcement Learning for Urban Driving using Implicit Affordances 25 Nov 2019 valeoai/LearningByCheating/misc/find_traffic_violations.py c0f945e63447e7a1 unverified MIT (permissive)
Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention 18 Nov 2019 maja601/pytorch-psetae/dataset.py 783c8681f14587b8 unverified MIT (permissive)
SCALOR: Generative World Models with Scalable Object Representations 6 Oct 2019 JindongJiang/SCALOR/parse.py c29ca203af0ec2ba unverified MIT (permissive)
Bridging the domain gap in cross-lingual document classification 16 Sep 2019 laiguokun/xlu-data/cross-lingual-amazon/parse-acl10.py d571bc0c8db12660 unverified no licence file found · pointer only
Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection 26 Aug 2019 poodarchu/Det3D/det3d/visualization/netviz.py 50ded6a49b80467e unverified Apache-2.0 (permissive)
Cross-Domain Generalization of Neural Constituency Parsers 9 Jul 2019 identical code first harvested elsewhere d73ae4737d0072dc ran · our draft was wrong licence of this copy not recorded
IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery 7 Jul 2019 lyqcom/irn/src/options/options.py df072befe275ec6a unverified Apache-2.0 (permissive)
EDVR: Video Restoration with Enhanced Deformable Convolutional Networks 7 May 2019 zhusiling/EDVR/codes/options/options.py ce4ad67a16f94299 unverified Apache-2.0 (permissive)
LF-PPL: A Low-Level First Order Probabilistic Programming Language for Non-Differentiable Models 6 Mar 2019 bradleygramhansen/PyLFPPL/pyppl/parser.py 09856c92b626bf2f unverified MIT (permissive)
Multilingual Constituency Parsing with Self-Attention and Pre-Training 31 Dec 2018 identical code first harvested elsewhere d73ae4737d0072dc ran · our draft was wrong licence of this copy not recorded
Symbolic Execution for Deep Neural Networks 2018-07 (from id) Koukyosyumei/Gymbo/src/gymbo/parser.py 939c9dd94329dc79 unverified MIT (permissive)
DARTS: Differentiable Architecture Search 24 Jun 2018 anonNo2/MulTeacher-KD/models/search_cnn.py 6eb89877ec75f088 ran no licence file found · pointer only
DARTS: Differentiable Architecture Search 24 Jun 2018 KnightZhang625/DARTS_NAS_TextClassification/genotypes.py ae11f865c7d70581 unverified MIT (permissive)
Relational Deep Reinforcement Learning 5 Jun 2018 inoryy/reaver/reaver/envs/gym.py c9c02de53f161dbb unverified MIT (permissive)
AutoAugment: Learning Augmentation Policies from Data 24 May 2018 abcp4/DAPytorch/genotypes.py ae11f865c7d70581 unverified MIT (permissive)
Syntax-Directed Variational Autoencoder for Structured Data 24 Feb 2018 Hanjun-Dai/sdvae/mol_vae/cfg_parser/cfg_parser.py 0373d0c88b91050c unverified MIT (permissive)
AttGAN: Facial Attribute Editing by Only Changing What You Want 29 Nov 2017 elvisyjlin/AttGAN-PyTorch/test_multi.py 07f34ea31c2d8492 unverified MIT (permissive)
OpenFermion: The Electronic Structure Package for Quantum Computers 2017-10 (from id) qchemsoftware/openfermion-qchem/openfermionqchem/_qchem_parser.py e06d6ed50efaf55a unverified Apache-2.0 (permissive)
Modeling Relational Data with Graph Convolutional Networks 17 Mar 2017 tkipf/relational-gcn/rgcn/data_utils.py 241fcba67ca4a269 unverified MIT (permissive)
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation 2 Dec 2016 yangyucheng000/pointnet/EGnet/postprocess.py 3d6091bb44a57125 unverified Apache-2.0 (permissive)
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network 15 Sep 2016 shirsenduhalder/SRResGAN-Improved-Perceptual/options/options.py 971e71ea279782e6 unverified MIT (permissive)
Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs 30 Mar 2016 kakao/n2/benchmarks/compare.py 8ab19cdee9a46e74 unverified Apache-2.0 (permissive)
Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs 30 Mar 2016 kakao/n2/benchmarks/visualize.py 9765c8d022e20684 unverified Apache-2.0 (permissive)
Recurrent Neural Network Grammars 25 Feb 2016 dpfried/rnng-bert/scripts/bert_parse.py d73ae4737d0072dc ran · our draft was wrong no licence file found · pointer only
TinyLFU: A Highly Efficient Cache Admission Policy 2015-12 (from id) ben-manes/caffeine/.claude/skills/audit-regret/regret.py 46a1008335dcf47f unverified Apache-2.0 (permissive)
TinyLFU: A Highly Efficient Cache Admission Policy 2015-12 (from id) ben-manes/caffeine/.claude/skills/climber-gate/blindlock.py f807c6a993793262 unverified Apache-2.0 (permissive)
arXiv:ijcai2022_0196 wanghu178/KUNet/codes/options/options.py 3759115dd8cbb31e unverified MIT (permissive)
arXiv:aaai_19982 VDIGPKU/CMUA-Watermark/model_data_prepare.py b27511e26968bb40 unverified MIT (permissive)
arXiv:Xie_Diffusion-based_Event_Generation_for_High-Quality_Image_Deblurring_CVPR_2025_paper XinanXie/EGDeblurring/core/logger.py 27e812d0b0c57e37 unverified Apache-2.0 (permissive)
arXiv:2025.naacl-long.14 vectara/mirage-bench/mirage_bench/evaluate/util.py 990c4afb16346a56 unverified Apache-2.0 (permissive)
arXiv:2024.findings-emnlp.575 shirley-wu/vdebugger/vdebugger/infer_critic.py f6bdb4490cc2b29f unverified Apache-2.0 (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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