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load_questions

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

load_questions appears in the code Syntology harvested for 17 papers, as 13 distinct code bodies found in 17 places (a place is one code body under one paper). At least one of them ran in 9 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_questions 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 5 of the 13 distinct code bodies named load_questions; 8 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
5ran
8unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 17 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

17 papers shown of 17, newest first; 17 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; 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
Representation-Aware Advantage Estimation: Your Reward Model Provides More Than A Scalar Output added by Syntology 2026-06 (from id) lmarena/arena-hard-auto/utils/completion.py 47892c5631a199d4 ran Apache-2.0 (permissive)
FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models added by Syntology 2026-05 (from id) LimexAILab/FINESSE-Bench/utils/completion.py e88bc8fb3f14d5ab ran licence not identified · pointer only
A Systematic Analysis of the Impact of Persona Steering on LLM Capabilities added by Syntology 2026-04 (from id) cjia7/DPR/src/npti/neuron/apply_neuron_steering.py e2da9069e83fab5e unverified no licence file found · pointer only
Compass: Optimizing Compound AI Workflows for Dynamic Adaptation added by Syntology 2026-03 (from id) polaris-slo-cloud/compass/experiments/run_baseline.py 75cfc0af9f628d6d unverified no licence file found · pointer only
According to Me: Long-Term Personalized Referential Memory QA added by Syntology 2026-03 (from id) JingbiaoMei/ATM-Bench/agent_systems/prepare_sandbox.py e748b717c3a734f2 unverified MIT (permissive)
Visual Reasoning Benchmark: Evaluating Multimodal LLMs on Classroom-Authentic Visual Problems from Primary Education added by Syntology 2026-02 (from id) AI-for-Education/vrb-benchmark/src/vrb_benchmark/load.py d037d25ed74d5ca1 unverified MIT (permissive)
SnapMLA: Efficient Long-Context MLA Decoding via Hardware-Aware FP8 Quantized Pipelining added by Syntology 2026-02 (from id) meituan-longcat/SGLang-FluentLLM/benchmark/mtbench/bench_sglang.py f5ada5a1db00967b unverified Apache-2.0 (permissive)
arXiv:2507.09580 2025-07 (from id) wangyu-ovo/aicrypto-agent/run_choice_question.py 1a1dce904cebb172 unverified no licence file found · pointer only
LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment 28 Oct 2024 AboveParadise/LLMCBench/tqa_utilities.py a58462e59e01f858 unverified MIT (permissive)
VidEgoThink: Assessing Egocentric Video Understanding Capabilities for Embodied AI 15 Oct 2024 adacheng/egothink/common.py 88969cdc675c418e ran Apache-2.0 (permissive)
Archon: An Architecture Search Framework for Inference-Time Techniques 23 Sep 2024 scalingintelligence/archon/src/archon/benchmarks/arena_hard_auto/arena_hard_auto_utils.py 47892c5631a199d4 ran Apache-2.0 (permissive)
Automated Design of Agentic Systems 15 Aug 2024 shengranhu/adas/_gpqa/utils.py 7b1e70edd9eaffe7 ran Apache-2.0 (permissive)
VGBench: Evaluating Large Language Models on Vector Graphics Understanding and Generation 15 Jul 2024 vgbench/VGBench/build_dataset.py d54d6d247c2fb8dc ran Apache-2.0 (permissive)
From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline 17 Jun 2024 lm-sys/arena-hard-auto/utils/completion.py 47892c5631a199d4 ran Apache-2.0 (permissive)
Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints 28 Sep 2023 alecwangcq/f-divergence-dpo/mt_bench/common.py 88969cdc675c418e ran Apache-2.0 (permissive)
arXiv:2025.findings-acl.979 Mrshenshen/FRUIT/common.py fab3c2e9c03bc0c5 unverified Apache-2.0 (permissive)
arXiv:2025.acl-long.851 uw-nsl/SafeDecoding/mt_bench/common.py 88969cdc675c418e 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