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check_answer

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

check_answer appears in the code Syntology harvested for 28 papers, as 18 distinct code bodies found in 29 places (a place is one code body under one paper). At least one of them ran in 9 of the papers; 3 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 check_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 10 of the 18 distinct code bodies named check_answer; 8 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
9ran
8unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 17 of the 29 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

28 papers shown of 28, newest first; 29 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 2 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
Back to Basics: Let Conversational Agents Remember with Just Retrieval and Generation added by Syntology 2026-04 (from id) facebookresearch/contriever/src/evaluation.py 637b51b8df78832a unverified licence not identified · pointer only
UpSkill: Mutual Information Skill Learning for Structured Response Diversity in LLMs added by Syntology 2026-02 (from id) dshah02/upskill/experiments/gsm8k/benchmark.py 2b7225f74d0266a6 unverified no licence file found · pointer only
Unveiling Causal Reasoning in Large Language Models: Reality or Mirage? 26 Jun 2025 Haoang97/CausalProbe-2024/src/evaluation.py 637b51b8df78832a unverified no licence file found · pointer only
SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration 11 Dec 2024 Henrysyh2000/SMARTCAL/ART_SM_CAL/metric.py 219b8d0fcf748400 unverified MIT (permissive)
Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning 21 Oct 2024 kuan2jiu99/audio-hallucination/icassp2025/evaluation.py b1c856ce62873154 unverified no licence file found · pointer only
From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression 5 Oct 2024 eunseongc/r2c/src_fid/evaluation.py 6bad17909398049e ran no licence file found · pointer only
Caution for the Environment: Multimodal Agents are Susceptible to Environmental Distractions 5 Aug 2024 xbmxb/EnvDistraction/evaluation.py 073de53b1531f4b6 ran no licence file found · pointer only
Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems 15 Jul 2024 ancientshi/erm4/evaluation.py c97060e48c93da97 ran licence not identified · pointer only
CompAct: Compressing Retrieved Documents Actively for Question Answering 12 Jul 2024 dmis-lab/CompAct/evaluate.py 637b51b8df78832a unverified no licence file found · pointer only
THREAD: Thinking Deeper with Recursive Spawning 27 May 2024 philipmit/thread/datacommons_qa/run_datacommons_qa.py 069b0f9b21a6a04c ran fingerprinted no licence file found · pointer only
THREAD: Thinking Deeper with Recursive Spawning 27 May 2024 philipmit/thread/mimiciii_icu_qa/run_mimiciii_icuqa.py 1ef20761472016e0 ran fingerprinted no licence file found · pointer only
When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively 30 Apr 2024 tLabruna/Adapt-LLM/contriever/src/evaluation.py 637b51b8df78832a unverified CC-BY-4.0 · pointer only
Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering 22 Mar 2024 xnhyacinth/iag/model/evaluation.py 637b51b8df78832a unverified Apache-2.0 (permissive)
Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication 28 Feb 2024 thunlp/autoform/scripts/aqua/autoform-gemini.py 4fd900f6aa5ac8b1 ran · violated contract fingerprinted Apache-2.0 (permissive)
Metacognitive Retrieval-Augmented Large Language Models 18 Feb 2024 ignorejjj/metarag/utils.py fa69772964833f8a ran MIT (permissive)
PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models 12 Feb 2024 sleeepeer/poisonedrag/src/contriever_src/evaluation.py 637b51b8df78832a unverified MIT (permissive)
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey 8 Feb 2024 hackerchenzhuo/LaKo/src/evaluation.py 637b51b8df78832a unverified MIT (permissive)
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation 5 Feb 2024 allen-li1231/treehop-rag/src/evaluation.py 9691cc44ab024ac1 unverified MIT (permissive)
GeReA: Question-Aware Prompt Captions for Knowledge-based Visual Question Answering 4 Feb 2024 upper9527/gerea/src/evaluation.py 637b51b8df78832a unverified no licence file found · pointer only
Re3val: Reinforced and Reranked Generative Retrieval 30 Jan 2024 facebookresearch/FiD/src/evaluation.py 637b51b8df78832a unverified no licence file found · pointer only
Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts? 22 Jan 2024 tan-hexiang/retrieveorgenerated/src/evaluation.py 3871a296cce05628 ran no licence file found · pointer only
Agent AI: Surveying the Horizons of Multimodal Interaction 7 Jan 2024 guilk/kat/src/evaluation.py 637b51b8df78832a unverified no licence file found · pointer only
Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine 28 Nov 2023 microsoft/promptbase/src/promptbase/math/math.py d9b6798e6642642a unverified MIT (permissive)
Merging Generated and Retrieved Knowledge for Open-Domain QA 22 Oct 2023 yunx-z/combo/passage_matching/evaluation.py 3c9429bad228b98b ran no licence file found · pointer only
Knowledge Graph Prompting for Multi-Document Question Answering 22 Aug 2023 yuwvandy/kg-llm-mdqa/DPR/evaluation.py 25de4cd985d9cf87 ran no licence file found · pointer only
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks 16 Dec 2021 akariasai/evidentiality_qa/evi_gen/src/evaluation.py 637b51b8df78832a unverified MIT (permissive)
arXiv:2025.findings-acl.673 McGill-NLP/malicious-ir/malicious_ir/retrieval/validation_utils.py c08624fe02161ae4 unverified MIT (permissive)
arXiv:2025.emnlp-main.192 FreedomIntelligence/RAG-Instruct/retrieval_lm/src/evaluation.py 637b51b8df78832a unverified Apache-2.0 (permissive)
arXiv:2023.findings-emnlp.179 noewangjy/SP-CoT/src/utils.py 0795582d7138ceb4 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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