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read_json_file

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

read_json_file appears in the code Syntology harvested for 36 papers, as 33 distinct code bodies found in 37 places (a place is one code body under one paper). At least one of them ran in 25 of the papers; 4 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 read_json_file 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 22 of the 33 distinct code bodies named read_json_file; 11 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
15ran
11unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 15 of the 37 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

36 papers shown of 36, newest first; 37 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. 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
Sample Efficient Generative Optimization for Molecular Design added by Syntology 2026-07 (from id) schwallergroup/sego/saturn.py fef03036490e6666 ran · our draft was wrong no licence file found · pointer only
Normative Alignment of Recommender Systems via Internal Label Shift added by Syntology 2026-07 (from id) johanneskruse/nails/utils/_ebrec/_python.py 99c38c7439598156 ran Apache-2.0 (permissive)
Analyzing Symbolic Properties for DRL Agents in Systems and Networking added by Syntology 2026-04 (from id) mhmd97z/diffRL/applications/aurora/aurora_lib/utils.py cfcfa08c689dbece unverified no licence file found · pointer only
XiYan-SQL: A Novel Multi-Generator Framework For Text-to-SQL 7 Jul 2025 xgenerationlab/xiyan_mcp_server/src/xiyan_mcp_server/utils/file_util.py eb4b54f7f4ad75d8 unverified Apache-2.0 (permissive)
WorldVLA: Towards Autoregressive Action World Model 26 Jun 2025 alibaba-damo-academy/worldvla/rynnvla-002/data_lerobot/concate_action_world_model_data.py 63ae35e41d95f4d9 unverified no licence file found · pointer only
VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation 16 Jun 2025 bopan3/vis-shepherd/Evaluation/run_single_autoEvaluateLikert.py 72b2964a4e373380 unverified no licence file found · pointer only
Mutual-Taught for Co-adapting Policy and Reward Models 17 May 2025 Stycoo/Mutual-Taught/completion_inference/build_dataset.py 1acc67cef16f4df5 unverified Apache-2.0 (permissive)
VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank 20 May 2025 tianhewu/visualquality-r1/datasets/make_data.py b6715cf1542b45e4 unverified Apache-2.0 (permissive)
SAKURA: On the Multi-hop Reasoning of Large Audio-Language Models Based on Speech and Audio Information 19 May 2025 ckyang1124/sakura/evaluation/llm_judge.py 5a7528f5f02fdae8 ran · our draft was wrong no licence file found · pointer only
SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL 17 Feb 2025 shuailyu0110/sql-o1/preprocess_data.py de3dd83d24948774 ran · our draft was wrong fingerprinted no licence file found · pointer only
EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering 11 Feb 2025 zhousheng97/egotextvqa/gpt_eval.py e3413b9fe9207632 ran · our draft was wrong fingerprinted MIT (permissive)
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature 13 Jan 2025 minwoosun/biomedica-etl/src/pmc_oa/data_loaders/loader_utils.py 97c7f58efcfba433 unverified MIT (permissive)
ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL 13 Dec 2024 alibaba/route/route.py de3dd83d24948774 ran · our draft was wrong fingerprinted MIT (permissive)
DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling 6 Dec 2024 mozerwang/demo/src/utils/functions.py bd0d911b1d93f670 unverified Apache-2.0 (permissive)
VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation 18 Nov 2024 JT-Sun/Filtering-WoRA/cuhk_fintune_filterdelet_json.py f00bedbbad13c687 ran Apache-2.0 (permissive)
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains 13 Oct 2024 dmis-lab/chroknowledge/sources/utils.py f00bedbbad13c687 ran no licence file found · pointer only
Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models 7 Oct 2024 m3hrdadfi/rag-memory-interplay/src/utils.py 07609cc6c26d3a72 ran no licence file found · pointer only
MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding 23 Sep 2024 xiaomi/mobilevlm/corpus/xml_test_22.py 707a0ecb9f3c6f2d ran licence not identified · pointer only
Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis 9 Jul 2024 ecnu-sea/SEA/inference/inference.py 4ef3ac6502fb4bf8 ran Apache-2.0 (permissive)
Directly Optimizing for Synthesizability in Generative Molecular Design using Retrosynthesis Models 16 Jul 2024 schwallergroup/saturn/saturn.py fef03036490e6666 ran · our draft was wrong licence not identified · pointer only
AI Agents That Matter 1 Jul 2024 benediktstroebl/agent-evals/NovelQA/novelQA-gpt-4.py 3f71176782469ee7 ran fingerprinted MIT (permissive)
ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation 26 Jun 2024 pku-yuangroup/magictime/data_preprocess/step3_2_preprocess_video_caption.py 36c10de5d93aa54f ran Apache-2.0 (permissive)
Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly 15 Jun 2024 baai-dcai/multimodal-robustness-benchmark/dataset/data_reformat.py 7fb31d184bedfa2b ran Apache-2.0 (permissive)
Saturn: Sample-efficient Generative Molecular Design using Memory Manipulation 27 May 2024 identical code first harvested elsewhere fef03036490e6666 ran · our draft was wrong licence of this copy not recorded
Saturn: Sample-efficient Generative Molecular Design using Memory Manipulation 27 May 2024 schwallergroup/augmented_memory/input.py 217efcb055ff24df ran Apache-2.0 (permissive)
Benchmarking Benchmark Leakage in Large Language Models 29 Apr 2024 gair-nlp/benbench/src/metric_utils.py 3dfbdf6a9d3d18d2 ran fingerprinted no licence file found · pointer only
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval 23 Feb 2024 ant-louis/xm-retrievers/src/utils/common.py f2f3f6102fc4989c unverified MIT (permissive)
MUSES: The Multi-Sensor Semantic Perception Dataset for Driving under Uncertainty 23 Jan 2024 timbroed/MUSES/processing/utils.py 8cb46a3eae892f9f ran licence not identified · pointer only
PyTester: Deep Reinforcement Learning for Text-to-Testcase Generation 2024-01 (from id) tddpytester/pytester/handlers/utils.py bfa04064fa4b10d8 ran no licence file found · pointer only
Linguistic Profiling of Deepfakes: An Open Database for Next-Generation Deepfake Detection 4 Jan 2024 dflip3k/dflip-3k/utils/download_models.py 00b94adf3a8669df ran MIT (permissive)
HOLD: Category-agnostic 3D Reconstruction of Interacting Hands and Objects from Video 30 Nov 2023 zc-alexfan/hold/code/summarize_metrics.py 9a08e7d923fb1f50 ran MIT (permissive)
The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models 23 Oct 2023 shin-ee-chen/BLA/evaluation_models/blip2/bla_utils.py b880398cd04cf6f1 ran MIT (permissive)
Benchmarking Cognitive Biases in Large Language Models as Evaluators 29 Sep 2023 minnesotanlp/cobbler/competitive-llms/evaluations/evaluate.py 04fbd0764f0418f9 ran · our draft was wrong no licence file found · pointer only
Active Example Selection for In-Context Learning 8 Nov 2022 chicagohai/active-example-selection/src/prompting/strategies/greedy_strategies.py c7e900c72688b821 ran · our draft was wrong MIT (permissive)
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples 22 Oct 2022 Yale-LILY/ReasTAP/synthetic_tableqa_generation/prepare_table_data.py 7c1e19fabfcb24da unverified MIT (permissive)
Reducing Activation Recomputation in Large Transformer Models 10 May 2022 calculon-ai/calculon/calculon/io.py 5763234cb8c69a6b unverified Apache-2.0 (permissive)
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity 18 Apr 2021 chicagohai/active-example-selection/src/prompting/strategies/ordering_strategy.py aaa2f935eb008592 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".

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