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load_dict

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

load_dict appears in the code Syntology harvested for 29 papers, as 26 distinct code bodies found in 33 places (a place is one code body under one paper). At least one of them ran in 18 of the papers; 1 of the code bodies carries 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 load_dict 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 12 of the 26 distinct code bodies named load_dict; 14 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
0ran · fixture could not drive it
8ran
14unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 9 of the 33 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

29 papers shown of 29, newest first; 33 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; 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
Diffusion LLMs as Targets and Adversaries: Mechanistic Safety Exploits added by Syntology 2026-08 (from id) ellyoana/sn-guided-diffusion/utils.py f56d581943ef6542 ran no licence file found · pointer only
HypoBench: Towards Systematic and Principled Benchmarking for Hypothesis Generation 15 Apr 2025 chicagohai/hypothesis_generation/hypothesis_agent/data_analysis_agent/union_generation.py 2a94e8d6e4a50d36 ran · our draft was wrong MIT (permissive)
HypoBench: Towards Systematic and Principled Benchmarking for Hypothesis Generation 15 Apr 2025 chicagohai/hypothesis_generation/hypogenic_cmd/generation.py 3464816c127a24ac unverified MIT (permissive)
Literature Meets Data: A Synergistic Approach to Hypothesis Generation 22 Oct 2024 chicagohai/hypothesis-generation/examples/generation.py 2a94e8d6e4a50d36 ran · our draft was wrong MIT (permissive)
MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding 23 Sep 2024 xiaomi/mobilevlm/corpus/bm25.py e0f0dbdcd40e0123 ran licence not identified · pointer only
NACL: A General and Effective KV Cache Eviction Framework for LLMs at Inference Time 7 Aug 2024 PaddlePaddle/Research/CV/PWCNet/infer.py ac63e9a19256d49f ran Apache-2.0 (permissive)
GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning 30 May 2024 cmavro/gnn-rag/gnn/dataset_load.py df9be8b9ddd85c0a ran no licence file found · pointer only
Hypothesis Generation with Large Language Models 5 Apr 2024 identical code first harvested elsewhere 2a94e8d6e4a50d36 ran · our draft was wrong licence of this copy not recorded
The KANDY Benchmark: Incremental Neuro-Symbolic Learning and Reasoning with Kandinsky Patterns 27 Feb 2024 continual-nesy/kandybenchmark/baselines/neural_baselines/utils.py f3fae54d3ac27a4b ran licence not identified · pointer only
Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval 3 Feb 2024 nju-websoft/epr-kgqa/NSM_H/simplify_dataset.py df9be8b9ddd85c0a ran Apache-2.0 (permissive)
Calibrated One Round Federated Learning with Bayesian Inference in the Predictive Space 15 Dec 2023 hasanmohsin/betapredbayes_fl/utils.py ca41649dfb8c8a4f ran fingerprinted no licence file found · pointer only
Individualizing Glioma Radiotherapy Planning by Optimization of Data and Physics-Informed Discrete Loss 2023-12 (from id) m1balcerak/gliodil/code/cases/GliODIL/GliODIL.py 0995427e3bf0a2f9 ran MIT (permissive)
NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA 24 Oct 2023 mlvlab/NuTrea/src/dataset_load.py df9be8b9ddd85c0a ran MIT (permissive)
Domain Adaptation based Object Detection for Autonomous Driving in Foggy and Rainy Weather 18 Jul 2023 jinlong17/da-detect/efficientderain-master/utils.py 78f6c780c800860f ran MIT (permissive)
UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph 2 Dec 2022 RUCAIBox/UniKGQA/UniModel/convert_abs_to_NSM_format.py d1508d96f5948a8e unverified MIT (permissive)
Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions 24 Oct 2022 haanvid/kmis/main_dummy.py ac63e9a19256d49f ran MIT (permissive)
Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve 20 Oct 2022 giannisdaras/multilingual_robustness/train_bilingual_gpt2.py 0bcb839c364dbc94 ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve 20 Oct 2022 giannisdaras/multilingual_robustness/run_glue_test.py 713e8571b3a2f0ce ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
Boundary-Aware Uncertainty for Feature Attribution Explainers 5 Oct 2022 davinhill/gpec/GPEC/utils/utils_io.py 9cf096acb84313ce unverified MIT (permissive)
Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer 5 Jul 2022 sunanhe/mkt/utils/dataset.py 5b982b1629319e14 unverified MIT (permissive)
A Graph-Enhanced Click Model for Web Search 17 Jun 2022 chiangel/graphcm/utils.py 208a02b672a7e3e3 unverified MIT (permissive)
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark 15 Jun 2021 cbluebenchmark/cblue/cblue/utils.py b26659d849aa4a63 unverified Apache-2.0 (permissive)
Sub-Character Tokenization for Chinese Pretrained Language Models 1 Jun 2021 thunlp/subchartokenization/data/convert_corpus.py 3c19c25e49f8b32f ran · our draft was wrong no licence file found · pointer only
EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image Deraining 19 Sep 2020 tsingqguo/efficientderain/utils.py 78f6c780c800860f ran MIT (permissive)
Proactive Human-Machine Conversation with Explicit Conversation Goals 13 Jun 2019 yangyucheng000/ducon_GPU/src/reader.py 51d4a578cea83293 unverified Apache-2.0 (permissive)
CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning 13 Mar 2019 LittleYUYU/CoaCor/code/CodeRetrieval-Main/code/data.py c409ff1142d08d65 unverified Apache-2.0 (permissive)
SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous Driving 4 Dec 2016 IgorMunizS/mobileDet/main/config/create_config.py 40c1fcd3ded78b67 unverified MIT (permissive)
Neural Machine Translation by Jointly Learning to Align and Translate 1 Sep 2014 thunlp/TensorFlow-Summarization/src/data_util.py 6354c695b0345eaa unverified MIT (permissive)
arXiv:aaai_16110 IIT-ML/AAAI21-relational-cell-classification/CRC/train_lcnn.py 1837f4b025fa1cc9 unverified Apache-2.0 (permissive)
arXiv:aaai_16110 IIT-ML/AAAI21-relational-cell-classification/CRC/utils.py a1148f6350cb8e6f unverified Apache-2.0 (permissive)
arXiv:aaai_16110 IIT-ML/AAAI21-relational-cell-classification/MCF/train_lcnn.py 6333929b2c3bc479 unverified Apache-2.0 (permissive)
arXiv:aaai_16089 lipiji/neural-summ-cnndm-pytorch/prepare_data.py f29015658c08a26b unverified MIT (permissive)
arXiv:2022.findings-emnlp.181 cmavro/ReaRev_KGQA/dataset_load.py df9be8b9ddd85c0a ran 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