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load_prompts

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

load_prompts appears in the code Syntology harvested for 41 papers, as 37 distinct code bodies found in 42 places (a place is one code body under one paper). At least one of them ran in 24 of the papers; 0 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_prompts 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 37 distinct code bodies named load_prompts; 15 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
8ran · our draft was wrong
0ran · fixture could not drive it
14ran
15unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 19 of the 42 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

41 papers shown of 41, newest first; 42 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 6 papers added by Syntology; 2 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
Domain Adaptation and Reasoning Frameworks in Language Models: A Controlled Experiment with Historical Cosmology added by Syntology 2026-05 (from id) fdeberna/chat-ptolemaic/evaluation/generate_eval.py 4027d245a8e4b2a5 ran no licence file found · pointer only
TAO-Attack: Toward Advanced Optimization-Based Jailbreak Attacks for Large Language Models added by Syntology 2026-03 (from id) ZevineXu/TAO-Attack/api_experiments/evaluate_api_models.py 645890ba00019a69 unverified MIT (permissive)
Secure Code Generation via Online Reinforcement Learning with Vulnerability Reward Model added by Syntology 2026-02 (from id) AndrewWTY/SecCoderX/vul_induce_prompt_pipeline/generate_instructions_batch.py 075ea2984064fe95 unverified no licence file found · pointer only
CaseFacts: A Benchmark for Legal Fact-Checking and Precedent Retrieval added by Syntology 2026-01 (from id) idirlab/CaseFacts/experiments/batch_inference_moe.py 824e0abf76e43ed8 unverified no licence file found · pointer only
MCGA: A Multi-task Classical Chinese Literary Genre Audio Corpus added by Syntology 2026-01 (from id) yxduir/MCGA/eval/api_mcga.py f5df9a3ab0542ab1 unverified no licence file found · pointer only
Iterative Prompt Refinement for Safer Text-to-Image Generation added by Syntology 2025-09 (from id) ku-dmlab/IPR/vl_rl.py e9c9a97fe7d56a76 unverified Apache-2.0 (permissive)
ImgEdit: A Unified Image Editing Dataset and Benchmark 26 May 2025 pku-yuangroup/imgedit/Benchmark/Basic/basic_bench.py 913a857e957a8c91 ran · our draft was wrong no licence file found · pointer only
DOVE: Efficient One-Step Diffusion Model for Real-World Video Super-Resolution 22 May 2025 zhengchen1999/DOVE/finetune/datasets/utils.py fad222ebf1926ea1 ran Apache-2.0 (permissive)
Better Estimation of the KL Divergence Between Language Models 14 Apr 2025 rycolab/kl-rb/rloo_sentiment.py 8c77fc1b61189419 ran · our draft was wrong no licence file found · pointer only
RewardSDS: Aligning Score Distillation via Reward-Weighted Sampling 12 Mar 2025 itaychachy/RewardSDS/evaluation/aesthetic_eval.py d98daaa9e9aeb095 unverified MIT (permissive)
Extrapolating and Decoupling Image-to-Video Generation Models: Motion Modeling is Easier Than You Think 2 Mar 2025 Chuge0335/EDG/evaluation/infer_multi.py ea66ba28a2e932e1 ran · our draft was wrong MIT (permissive)
LANTERN++: Enhancing Relaxed Speculative Decoding with Static Tree Drafting for Visual Auto-regressive Models 10 Feb 2025 jadohu/lantern/entrypoints/generate_images.py 865916f0c52143f1 ran · our draft was wrong no licence file found · pointer only
VideoMaker: Zero-shot Customized Video Generation with the Inherent Force of Video Diffusion Models 27 Dec 2024 wutao-cs/videomaker/inference.py ea66ba28a2e932e1 ran · our draft was wrong licence not identified · pointer only
RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework 24 Oct 2024 ewanwong/rsa-control/toxicity_bias_mitigation/io_utils.py 44bbf4459b4f2e94 unverified MIT (permissive)
Kalahi: A handcrafted, grassroots cultural LLM evaluation suite for Filipino 20 Sep 2024 aisingapore/kalahi/kalahi/utilities.py a018415e35b1d137 ran CC-BY-4.0 · pointer only
Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models 17 Sep 2024 ml-research/i2p/eval/q16.py 19896f44b0b6ff3e unverified no licence file found · pointer only
MIA-Tuner: Adapting Large Language Models as Pre-training Text Detector 16 Aug 2024 wjfu99/mia-tuner/my_utils.py 91d1d9b0c9c266d7 ran no licence file found · pointer only
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer 12 Aug 2024 thudm/cogvideo/finetune/datasets/utils.py fad222ebf1926ea1 ran Apache-2.0 (permissive)
BIGbench: A Unified Benchmark for Evaluating Multi-dimensional Social Biases in Text-to-Image Models 21 Jul 2024 bigbench2024/bigbench2024/benchmark/generate/generate.py a2205613ccd243e1 ran GPL-3.0 (copyleft) · pointer only
Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training 12 Jul 2024 robustnlp/derta/evaluation.py ce51d685abf1ad76 ran · our draft was wrong MIT (permissive)
Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses 3 Jun 2024 sail-sg/I-FSJ/api_experiments/evaluate_api_models.py 645890ba00019a69 unverified MIT (permissive)
HonestLLM: Toward an Honest and Helpful Large Language Model 1 Jun 2024 Flossiee/HonestyLLM/training_free/prompt_loader.py c80548e335885a3e ran no licence file found · pointer only
FAIntbench: A Holistic and Precise Benchmark for Bias Evaluation in Text-to-Image Models 28 May 2024 astarojth/faintbench-v1/comfyui/generate_lcm.py 632c123d9b1dc4f8 ran GPL-3.0 (copyleft) · pointer only
Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks 17 May 2024 C-anwoy/Cross-Task-ICL/utils/data.py e401d40128e5c42a ran MIT (permissive)
UniRAG: Universal Retrieval Augmentation for Large Vision Language Models 16 May 2024 castorini/unirag/src/unirag/eval_image_generation.py 1d3391d39efd8b4c ran no licence file found · pointer only
MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning 5 May 2024 wshi83/MedAdapter/reward_model/orm/orm_guide.py 537590c07503fa34 unverified no licence file found · pointer only
Protecting Your LLMs with Information Bottleneck 22 Apr 2024 llm-attacks/llm-attacks/api_experiments/evaluate_api_models.py 645890ba00019a69 unverified MIT (permissive)
StateFlow: Enhancing LLM Task-Solving through State-Driven Workflows 17 Mar 2024 kevin666aa/stateflow/ALFWorld/src/chat_utils.py ad7277e0c33fc9aa ran no licence file found · pointer only
Defending LLMs against Jailbreaking Attacks via Backtranslation 26 Feb 2024 yihanwang617/llm-jailbreaking-defense-backtranslation/utils.py 37cddda277e8045d ran BSD-3-Clause (permissive)
TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification 20 Feb 2024 framartin/trap/detect_llm/baseline_ppl.py c7dc4896ac741214 ran MIT (permissive)
TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification 20 Feb 2024 parameterlab/trap/llm_attacks/api_experiments/evaluate_api_models.py 645890ba00019a69 unverified MIT (permissive)
You don't need a personality test to know these models are unreliable: Assessing the Reliability of Large Language Models on Psychometric Instruments 16 Nov 2023 orange0629/llm-personas/src/prompt-variation/run_prompts_on_models.py 872da3bc878987a3 ran no licence file found · pointer only
BLESS: Benchmarking Large Language Models on Sentence Simplification 24 Oct 2023 ZurichNLP/BLESS/utils/helpers.py d2360f86ab2cb2b0 ran MIT (permissive)
Three Bricks to Consolidate Watermarks for Large Language Models 26 Jul 2023 facebookresearch/three_bricks/main_watermark.py e43d8e6c09e3a48a ran · our draft was wrong licence not identified · pointer only
Towards Safe Self-Distillation of Internet-Scale Text-to-Image Diffusion Models 12 Jul 2023 nannullna/safe-diffusion/generate.py 9f927d43843c43af ran · our draft was wrong MIT (permissive)
Text-to-Image Diffusion Models can be Easily Backdoored through Multimodal Data Poisoning 7 May 2023 sf-zhai/badt2i/evaluation/img_gen.py bbd2ac7ff643d1cf unverified Apache-2.0 (permissive)
ReCode: Robustness Evaluation of Code Generation Models 20 Dec 2022 frabbisw/robustextended/evalplus/evaluate_inputs.py d459632bb421c25b ran · our draft was wrong Apache-2.0 (permissive)
Challenges in Measuring Bias via Open-Ended Language Generation 23 May 2022 feyzaakyurek/bias-textgen/complete_prompts.py 75208746d14a8b86 unverified MIT (permissive)
Quantifying Memorization Across Neural Language Models 15 Feb 2022 ftramer/lm-extraction-benchmark/baseline/simple_baseline.py 53e3e08755cfa895 unverified Apache-2.0 (permissive)
MLPerf Inference Benchmark 6 Nov 2019 mlcommons/inference/text_to_video/wan-2.2-t2v-a14b/run_inference.py 7b3e0f2610f104fb unverified Apache-2.0 (permissive)
arXiv:openreview_47JZSOkw5C bxuanz/SigMa/run_sigma_qwen.py 63ccd86a50d62f8e unverified MIT (permissive)
arXiv:2025.naacl-long.14 vectara/mirage-bench/mirage_bench/util.py ee845a8455f6d910 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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