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load_file

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

load_file appears in the code Syntology harvested for 52 papers, as 56 distinct code bodies found in 61 places (a place is one code body under one paper). At least one of them ran in 20 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 load_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 25 of the 56 distinct code bodies named load_file; 31 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
5ran · our draft was wrong
0ran · fixture could not drive it
19ran
31unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 13 of the 61 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

52 papers shown of 52, newest first; 61 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 4 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
Towards Generalizable Visually Grounded Exploration of Household Devices added by Syntology 2026-09 (from id) BITHLP/VGEBench/bench_close.py 6307f0bd2bc005c3 unverified MIT (permissive)
PROCESS-2: A Benchmark Speech Corpus for Early Cognitive Impairment Detection added by Syntology 2026-05 (from id) CognoSpeak/PROCESS-2/codes/PROCESS2_gen_ASR.py 2781e9bddcced61d ran Apache-2.0 (permissive)
EvidenceRL: Reinforcing Evidence Consistency for Trustworthy Language Models added by Syntology 2026-03 (from id) Wizaaard/EvidenceRL/plot_accuracy_vs_grounding.py b815bf26e194b0d1 unverified no licence file found · pointer only
Is Vibe Coding Safe? Benchmarking Vulnerability of Agent-Generated Code in Real-World Tasks added by Syntology 2025-12 (from id) LeiLiLab/susvibes/susvibes/core/utils.py baf788c2a03567da unverified MIT (permissive)
arXiv:2507.01299 2025-07 (from id) alibaba/EfficientAI/dcore/paper/cal_bfcl_lazy_reasoning.py 79c9821f6b80fb79 unverified Apache-2.0 (permissive)
WritingBench: A Comprehensive Benchmark for Generative Writing 7 Mar 2025 X-PLUG/WritingBench/generate_response.py 1321e6d2e53e2bb3 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences 6 Nov 2024 ml-jku/chem-xlstm/chemxlstm/evaluate_cond_gen.py 4208c567af7da5a8 unverified Apache-2.0 (permissive)
Force-Guided Bridge Matching for Full-Atom Time-Coarsened Dynamics of Peptides 27 Aug 2024 yaledeus/fbm/simulation.py e702804326de3c90 ran · our draft was wrong MIT (permissive)
Enhancing LLM's Cognition via Structurization 23 Jul 2024 alibaba/struxgpt/src/utils/io.py 899ae94e2516fc8c ran MIT (permissive)
Liouville Flow Importance Sampler 3 May 2024 lanl/lfis/src/LFIS/util/util.py 2ae8603411483e26 unverified licence not identified · pointer only
AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation 19 Apr 2024 EZ-hwh/AutoScraper/crawler_count.py 94f6df3aa62d12ec ran Apache-2.0 (permissive)
AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation 19 Apr 2024 EZ-hwh/AutoScraper/run_swde/evaluate.py 93cc6e204a2d564e ran Apache-2.0 (permissive)
No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance 4 Apr 2024 bethgelab/frequency_determines_performance/src/text_search_inverted_index_combine_dictionaries.py 426e1eb7406a069c ran MIT (permissive)
EvoCodeBench: An Evolving Code Generation Benchmark Aligned with Real-World Code Repositories 31 Mar 2024 seketeam/evocodebench/gpt_inference.py d6407246571e12e2 ran Apache-2.0 (permissive)
Dreaming of Many Worlds: Learning Contextual World Models Aids Zero-Shot Generalization 16 Mar 2024 sai-prasanna/dreaming_of_many_worlds/eval_utils/eval_script.py a93c90885a6fd3ec ran MIT (permissive)
DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation 11 Mar 2024 f1yfisher/drivedreamer2/dreamer-train/dreamer_train/configs/config.py 2be7756925318d0b ran · our draft was wrong Apache-2.0 (permissive)
CausalGym: Benchmarking causal interpretability methods on linguistic tasks 19 Feb 2024 aryamanarora/causalgym/plot.py 42202b44c1ae3c17 ran · our draft was wrong no licence file found · pointer only
Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens 30 Jan 2024 liujch1998/infini-gram/pkg/infini_gram/indexing.py 2bbf95349db18608 ran Apache-2.0 (permissive)
Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens 30 Jan 2024 liujch1998/infini-gram/pkg/infini_gram/indexing_v6.py ef980fcf78d59ffe ran Apache-2.0 (permissive)
Riveter: Measuring Power and Social Dynamics Between Entities 15 Dec 2023 huggingface/neuralcoref/neuralcoref/train/conllparser.py a7604c292d6409a3 unverified MIT (permissive)
Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training 3 Nov 2023 ucsc-vlaa/mixcon3d/src/models/Minkowski_resnet.py 460808fbce44a8d8 unverified no licence file found · pointer only
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks 1 Nov 2023 pluslabnlp/active-it/ActiveIT/my_scripts/write_cls_split_into_tasks.py 44fc237ca08b7b18 unverified no licence file found · pointer only
InstructCoder: Instruction Tuning Large Language Models for Code Editing 31 Oct 2023 qishenghu/CodeInstruct/src/generate_instance.py c0bdcc7c326efa00 ran fingerprinted MIT (permissive)
Modeling Legal Reasoning: LM Annotation at the Edge of Human Agreement 27 Oct 2023 rosthalken/legal-interpretation/create_samples.py 6a7eceaef502e02c ran no licence file found · pointer only
Modeling Legal Reasoning: LM Annotation at the Edge of Human Agreement 27 Oct 2023 rosthalken/legal-interpretation/prep_predictions.py 7ea6699b44cb0d86 ran no licence file found · pointer only
A Boundary Offset Prediction Network for Named Entity Recognition 23 Oct 2023 mhtang1995/bopn/src/utils.py 8eb5a65e9cf29c87 ran no licence file found · pointer only
MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin 21 Oct 2023 openmatch/marvel/ANCE/data.py b334283bb59e66d0 ran MIT (permissive)
MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin 21 Oct 2023 openmatch/marvel/ANCE/retrieval.py d71b15e3f71f7d11 ran MIT (permissive)
MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin 21 Oct 2023 openmatch/marvel/DPR/data.py bc7b881120312440 ran MIT (permissive)
MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin 21 Oct 2023 openmatch/marvel/DPR/get_hard_negs_all.py 70926fb8a521dab4 ran MIT (permissive)
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation 5 Oct 2023 machine-teaching-group/lak2024_gpt4-hints-gpt3.5val/src/utils/IO_utils.py fb40912c4c110ea2 ran no licence file found · pointer only
LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles 21 Aug 2023 thukelab/lateval/src/game.py d9140c3ef7f275d4 unverified no licence file found · pointer only
The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation 14 Aug 2023 xuuhuang/lost_in_the_src/automqm/llm_ppl.py 4fa0d7896f0984c2 unverified MIT (permissive)
DeepOnto: A Python Package for Ontology Engineering with Deep Learning 6 Jul 2023 KRR-Oxford/DeepOnto/src/deeponto/utils/file_utils.py 307b5ecd9046ae51 ran Apache-2.0 (permissive)
DoseDiff: Distance-aware Diffusion Model for Dose Prediction in Radiotherapy 28 Jun 2023 whisney/dosediff/csv2nii.py 98a36741b705a3e9 unverified MIT (permissive)
OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding 18 May 2023 Colin97/OpenShape_code/src/models/Minkowski_resnet.py 460808fbce44a8d8 unverified Apache-2.0 (permissive)
Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment 2 May 2023 eric-ai-lab/pectvlm/align_from_to_en/load_datasets.py 8ff52d229e19a87e unverified MIT (permissive)
Understanding Domain Learning in Language Models Through Subpopulation Analysis 22 Oct 2022 zsquaredz/subpopulation_analysis/code/preprocess/utils.py 41bedd34dd92f3bb unverified MIT (permissive)
Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval 1 Sep 2022 openmatch/univl-dr/UniVL-DR/data.py 657a1b13e0907d5f unverified MIT (permissive)
Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval 1 Sep 2022 openmatch/univl-dr/UniVL-DR/retrieval.py ab52e35a4aeb0fdd unverified MIT (permissive)
Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval 1 Sep 2022 openmatch/univl-dr/CLIP-DPR/data.py 03524f1126e7841f unverified MIT (permissive)
Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval 1 Sep 2022 openmatch/univl-dr/CLIP-DPR/get_hard_negs.py 10874e9329daa92e unverified MIT (permissive)
From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering 30 May 2022 bcmi/Causal-VidQA/utils.py e649c25c10f968ce unverified MIT (permissive)
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog 20 May 2022 umanlp/Multi2WOZ/LangOpenSubtitles/concat_files.py 0d33955d7249e9bc unverified MIT (permissive)
OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines 16 Feb 2022 ababier/open-kbp-opt/provided_code/general_functions.py 6aff645c77a21ad8 unverified MIT (permissive)
Adaptive Conformal Predictions for Time Series 15 Feb 2022 mzaffran/adaptiveconformalpredictionstimeseries/files.py 87829a399740dc06 unverified MIT (permissive)
Video as Conditional Graph Hierarchy for Multi-Granular Question Answering 12 Dec 2021 doc-doc/hqga/utils.py e649c25c10f968ce unverified MIT (permissive)
NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions 18 May 2021 doc-doc/NExT-QA/utils.py e649c25c10f968ce unverified MIT (permissive)
WAFFLE: Watermarking in Federated Learning 17 Aug 2020 ssg-research/WAFFLE/src/plot.py 716eed9846e231f8 unverified Apache-2.0 (permissive)
Semantic Object Accuracy for Generative Text-to-Image Synthesis 29 Oct 2019 tohinz/semantic-object-accuracy-for-generative-text-to-image-synthesis/SOA/util.py ce73ac36a39a4b99 unverified MIT (permissive)
3D Scene Graph: A Structure for Unified Semantics, 3D Space, and Camera 6 Oct 2019 StanfordVL/3DSceneGraph/tools/load.py 2d6a8cfe58a578bc unverified licence not identified · pointer only
DAWN: Dynamic Adversarial Watermarking of Neural Networks 3 Jun 2019 ssg-research/dawn-dynamic-adversarial-watermarking-of-neural-networks/noisy_verification.py de2fdb2904611ccb ran · our draft was wrong Apache-2.0 (permissive)
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks 18 Apr 2019 NVIDIA/MinkowskiEngine/examples/indoor.py 460808fbce44a8d8 unverified licence not identified · pointer only
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 benywon/ComQA/utils.py 30636ab752ebf9b0 unverified Apache-2.0 (permissive)
Lifelong Learning of Spatiotemporal Representations with Dual-Memory Recurrent Self-Organization 28 May 2018 giparisi/GDM/gtls.py 7bcff111584386fc ran · honoured contract no licence file found · pointer only
arXiv:aaai_5584 martinlackner/perpetual/file_loader.py e6bf102558ef6ab5 unverified MIT (permissive)
arXiv:2025.findings-acl.949 renjie3/GRUN/grun_wdmp_eval_mcq.py b96c2e4b55fd5a75 unverified MIT (permissive)
arXiv:2025.emnlp-main.192 FreedomIntelligence/RAG-Instruct/eval/eval_sglang.py cc9d641ec0d314e8 unverified Apache-2.0 (permissive)
arXiv:2025.acl-long.1425 D2I-ai/struxgpt/src/utils/io.py 899ae94e2516fc8c ran MIT (permissive)
arXiv:2024.naacl-long.343 king-yyf/CMeKG_tools/utils.py 938b3e3386bd747d unverified MIT (permissive)
arXiv:2023.acl-long.139 TIAN-viola/DynRT/clean_dataset.py c0d49e997726edd6 unverified 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