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get_answer

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

get_answer appears in the code Syntology harvested for 24 papers, as 23 distinct code bodies found in 25 places (a place is one code body under one paper). At least one of them ran in 15 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 get_answer 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 14 of the 23 distinct code bodies named get_answer; 9 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
4ran · our draft was wrong
0ran · fixture could not drive it
9ran
9unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 15 of the 25 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

24 papers shown of 24, newest first; 25 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; 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
Beyond One-Size-Fits-All: Adaptive Subgraph Denoising for Zero-Shot Graph Learning with Large Language Models added by Syntology 2026-03 (from id) mysteriouslfz/GraphSSR/evaluation/evaluate_trained_model.py 9f5c3b50b2260372 unverified MIT (permissive)
Weather-R1: Logically Consistent Reinforcement Fine-Tuning for Multimodal Reasoning in Meteorology added by Syntology 2026-01 (from id) Marcowky/Weather-R1/src/weather_r1/weather_r1_reward.py 425ad6851442a3c2 ran · our draft was wrong fingerprinted MPL-2.0 (copyleft) · pointer only
TokenSqueeze: Performance-Preserving Compression for Reasoning LLMs added by Syntology 2025-11 (from id) zhangyx1122/TokenSqueeze/utils/tools.py 4eed1f4a7be28b06 unverified no licence file found · pointer only
A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models 20 Feb 2025 thudm/moelora_riemannian/prepare_data.py 30a82d453ae174bf ran · our draft was wrong no licence file found · pointer only
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home 22 Jan 2025 s-nlp/AdaRAGUE/SeaKR/main_simpleqa.py 64fc92f1ad0464da ran fingerprinted MIT (permissive)
Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs 27 Dec 2024 Zhe-Young/SelfCorrectDecompose/eval_logits.py e888e7e76d03f6fa unverified no licence file found · pointer only
On Large Language Model Continual Unlearning 14 Jul 2024 GCYZSL/O3-LLM-UNLEARNING/ScienceQA_expriment/preprocess_scienceqa.py 2579b1304396d99b ran no licence file found · pointer only
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents 5 Jul 2024 airi-institute/arigraph/musique_test_big.py d7983fb0733e663e ran MIT (permissive)
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation 27 Jun 2024 thu-keg/seakr/main_simpleqa.py 64fc92f1ad0464da ran fingerprinted GPL-3.0 (copyleft) · pointer only
DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation 9 Jun 2024 ShootingWong/DomainRAG/BCM/models/llm_models.py 0569ac90f9042b0d ran no licence file found · pointer only
DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation 9 Jun 2024 ShootingWong/DomainRAG/BCM/evaluation/prediction_results/gpt_eval.py ad0fc83e3ddfae96 ran no licence file found · pointer only
Enhancing Visual Question Answering through Question-Driven Image Captions as Prompts 12 Apr 2024 ovguyo/captions-in-vqa/qa.py 32aeeae5aebd3548 unverified MIT (permissive)
Can't Remember Details in Long Documents? You Need Some R&R 8 Mar 2024 casetext/r-and-r/src/prompts.py 1aa6ab3d47a5bf82 ran no licence file found · pointer only
HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding 1 Mar 2024 BillChan226/HALC/models/answerer.py a0c217c9a4b3e68c ran MIT (permissive)
Higher Layers Need More LoRA Experts 13 Feb 2024 gcyzsl/mola/preparation_scienceqa_data.py 30a82d453ae174bf ran · our draft was wrong no licence file found · pointer only
The Benefits of a Concise Chain of Thought on Problem-Solving in Large Language Models 11 Jan 2024 matthewrenze/jhu-concise-cot/source/actions.py 5784148c3597808f ran fingerprinted BSD-2-Clause (permissive)
Woodpecker: Hallucination Correction for Multimodal Large Language Models 24 Oct 2023 bradyfu/woodpecker/models/answerer.py 20117a653c8f40ac unverified no licence file found · pointer only
Knowledge-Augmented Language Model Verification 19 Oct 2023 jinheonbaek/kalmv/preprocess/process_odqa.py 2472555bb4ad6b7e ran no licence file found · pointer only
"Merge Conflicts!" Exploring the Impacts of External Distractors to Parametric Knowledge Graphs 15 Sep 2023 qiancheng0/ekd_impacts_pkg/utils_graph.py dc30d94315c62317 unverified no licence file found · pointer only
GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information 19 Apr 2023 ncbi/GeneGPT/evaluate.py 4b2ca03bb76ec33c ran · our draft was wrong fingerprinted licence not identified · pointer only
Maximizing acquisition functions for Bayesian optimization 25 May 2018 j-wilson/MaximizingAcquisitionFunctions/scripts/run_bayesopt.py 0ffba6a9e9a282fa ran · our draft was wrong no licence file found · pointer only
Adversarially Regularized Autoencoders 13 Jun 2017 lingofunk/lingofunk-transfer-style/lingofunk_transfer_style/__main__.py 1a66e1c4bac566fd ran · violated contract BSD-3-Clause (permissive)
arXiv:2025.acl-long.806 lzw108/RAEmoLLM/retrieval/retrieval_COCO.py 8f4d60342a4c7114 unverified MIT (permissive)
arXiv:2024.findings-emnlp.253 WilliamZR/ProTrix/evaluation/eval_with_llm.py 500a45eacde0ca09 unverified MIT (permissive)
arXiv:2023.findings-emnlp.1023 HKUST-KnowComp/QaDynamics/src/Data_generation/filter_CWWV.py 47e378f51ba3827d 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".

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