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parse_response

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

parse_response appears in the code Syntology harvested for 39 papers, as 43 distinct code bodies found in 44 places (a place is one code body under one paper). At least one of them ran in 22 of the papers; 16 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 parse_response 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 24 of the 43 distinct code bodies named parse_response; 19 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
18ran
19unverified
16fingerprinted

Licence is a property of each copy, so it is counted per place: 16 of the 44 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

39 papers shown of 39, newest first; 44 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 13 papers added by Syntology; 1 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
Decoupled Analysis-Judging: An Automated Creativity Evaluator Using LLMs in Complex Multi-step Creativity Tasks added by Syntology 2026-09 (from id) Jaong/CreaEval/experiment.py 157153a5f87f4a2d unverified no licence file found · pointer only
Control-Data Flow Separation: Stable Prompt Optimization in Multi-Agent LLMs added by Syntology 2026-09 (from id) yuntian-group/cdsep/cdsep/schema.py 3e955ba82b75f281 unverified MIT (permissive)
Auditing Alignment Controllability in LLMs via Political Axes added by Syntology 2026-07 (from id) mbrcic/llm-political-steerability/ingestion/01_collect/collect.py bcbcfcee1dc27141 ran fingerprinted MIT (permissive)
Cross-lingual Relation Extraction with Large Language Models: Zero-Shot, Few-Shot, and Fine-Tuned Evaluation on Romanian added by Syntology 2026-06 (from id) DS4AI-UPB/crosslingual-romanian-re/infer_e2e.py ffe27e79dc4e4979 ran fingerprinted no licence file found · pointer only
RADIANT-PET: Reasoning-Augmented PET/CT Lesion Segmentation with Large Language Models and Reinforcement Learning added by Syntology 2026-06 (from id) jwang-580/RADIANT-PET/eval/infer_api_models.py 88548e534a655e64 ran fingerprinted no licence file found · pointer only
RADIANT-PET: Reasoning-Augmented PET/CT Lesion Segmentation with Large Language Models and Reinforcement Learning added by Syntology 2026-06 (from id) jwang-580/RADIANT-PET/eval/infer_gpt_oss.py 6a5a10fbcab9e3a1 ran fingerprinted no licence file found · pointer only
RADIANT-PET: Reasoning-Augmented PET/CT Lesion Segmentation with Large Language Models and Reinforcement Learning added by Syntology 2026-06 (from id) jwang-580/RADIANT-PET/eval/infer_medgemma.py 0c270d00c05c496c ran fingerprinted no licence file found · pointer only
SMCEVOLVE: Principled Scientific Discovery via Sequential Monte Carlo Evolution added by Syntology 2026-05 (from id) kongwanbianjinyu/SMCEvolve/smcevolve/prompts.py 47e92f4ea3de4ddf ran no licence file found · pointer only
Adaptive Steering and Remasking for Safe Generation in Diffusion Language Models added by Syntology 2026-05 (from id) leeyejin1231/DLM_Steering_Remasking/utils/mmlu_eval.py bae3b10ba5297700 ran fingerprinted no licence file found · pointer only
Verbal Confidence Saturation in 3-9B Open-Weight Instruction-Tuned LLMs: A Pre-Registered Psychometric Validity Screen added by Syntology 2026-04 (from id) synthiumjp/koriat/collect_data.py 9cf19b493bfa49a0 ran fingerprinted MIT (permissive)
Verbal Confidence Saturation in 3-9B Open-Weight Instruction-Tuned LLMs: A Pre-Registered Psychometric Validity Screen added by Syntology 2026-04 (from id) synthiumjp/koriat/collect_data_v2.py 51e6f27b5ffb8628 ran fingerprinted MIT (permissive)
THIVLVC: Retrieval Augmented Dependency Parsing for Latin added by Syntology 2026-04 (from id) l-pommeret/THIVLVC/src/pipeline/stage1_rag_with_baseline.py a7e44ce956d21681 ran · our draft was wrong fingerprinted MIT (permissive)
Alignment-Aware Model Adaptation via Feedback-Guided Optimization added by Syntology 2026-02 (from id) facebookresearch/TruthRL/evaluation/evaluate.py 21fa52735b227537 unverified licence not identified · pointer only
Predict the Retrieval! Test time adaptation for Retrieval Augmented Generation added by Syntology 2026-01 (from id) sunxin000/TTARAG/local_evaluation.py d5f4dbf6439299f0 unverified no licence file found · pointer only
JP-TL-Bench: Anchored Pairwise LLM Evaluation for Bidirectional Japanese-English Translation added by Syntology 2026-01 (from id) lhl/liquid-ai-hackathon-tokyo/eval/judge-mt.py 5b3a1e4d0aa325d5 unverified no licence file found · pointer only
AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite added by Syntology 2025-10 (from id) allenai/agent-baselines/agent_baselines/solvers/code_agent/llm_agent.py cdad0f257db7572a unverified Apache-2.0 (permissive)
arXiv:2507.04127 2025-07 (from id) awslabs/graphrag-toolkit/byokg-rag/src/graphrag_toolkit/byokg_rag/byokg_query_engine.py 0cac8c1bedf394c9 ran · our draft was wrong Apache-2.0 (permissive)
SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning 2025-04 (from id) DataArcTech/SQL-R1/src/inference.py 4127f7104f276d1b ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs 27 Mar 2025 CVI-SZU/FaceBench/evaluation/inference.py a4d72c2b03733d9b unverified MIT (permissive)
BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology 28 Feb 2025 Future-House/BixBench/bixbench/utils.py a6c564d5b5c99437 unverified Apache-2.0 (permissive)
EgoNormia: Benchmarking Physical Social Norm Understanding 27 Feb 2025 open-social-world/egonormia/src/gen/03_gen_questions.py a78ab5f88a9698d5 unverified MIT (permissive)
VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model 26 Feb 2025 microsoft/gui-agent-rl/utils.py ff74d412d9163765 unverified MIT (permissive)
No Preference Left Behind: Group Distributional Preference Optimization 28 Dec 2024 BigBinnie/GDPO/evaluate_BPC.py 80adbd3522975425 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Find Any Part in 3D 20 Nov 2024 ziqi-ma/find3d/dataengine/llm/name_single_part_gemini.py d213559236b7abdd unverified MIT (permissive)
Find Any Part in 3D 20 Nov 2024 ziqi-ma/find3d/dataengine/llm/query_orientation.py 1de3152e134b486b unverified MIT (permissive)
Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad? 25 Oct 2024 ml-research/bongard-in-wonderland/experiments/evaluate/eval_bp_with_solutions.py 3580d02883c8fc63 unverified no licence file found · pointer only
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 698b1eaa3d1639e4 unverified no licence file found · pointer only
Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning 21 Oct 2024 kuan2jiu99/audio-hallucination/interspeech2024/evaluation.py 94016dbb5d97a3d5 unverified no licence file found · pointer only
SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories 11 Sep 2024 allenai/super-benchmark/super/agent/agent.py 7365c17255307e51 ran Apache-2.0 (permissive)
Grounded Multi-Hop VideoQA in Long-Form Egocentric Videos 26 Aug 2024 qirui-chen/MultiHop-EgoQA/benchmark/metrics/evaluate_answering.py 19864996c48943c7 ran · our draft was wrong no licence file found · pointer only
View From Above: A Framework for Evaluating Distribution Shifts in Model Behavior 1 Jul 2024 Bluefin-Tuna/ApartResearch/deception/pyfiles/agent.py 7d64ba24b41b4639 ran MIT (permissive)
CRAG -- Comprehensive RAG Benchmark 7 Jun 2024 facebookresearch/CRAG/local_evaluation.py a7323b55a4495886 ran · our draft was wrong fingerprinted licence not identified · pointer only
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales 31 May 2024 xu1868/SaySelf/utils/utils.py df9fb4e8e291c1f4 ran fingerprinted MIT (permissive)
Fleet of Agents: Coordinated Problem Solving with Large Language Models 7 May 2024 au-clan/FoA/src/agents/crosswords.py da3bdfa23d2582f6 ran fingerprinted MIT (permissive)
Procedural Dilemma Generation for Evaluating Moral Reasoning in Humans and Language Models 17 Apr 2024 cicl-stanford/moral-evals/offtherails/src/evaluate_llm.py 0e5309d0f2137cd8 ran fingerprinted MIT (permissive)
FABLES: Evaluating faithfulness and content selection in book-length summarization 1 Apr 2024 lilakk/booookscore/booookscore/legacy/get_booookscore_v2.py 710b33af888f5924 ran MIT (permissive)
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation 4 Mar 2024 shirley-wu/daco/evaluation/eval_helpfulness.py 9bd2a3e45b17af18 ran fingerprinted Apache-2.0 (permissive)
Image Safeguarding: Reasoning with Conditional Vision Language Model and Obfuscating Unsafe Content Counterfactually 19 Jan 2024 SecureAIAutonomyLab/ConditionalVLM/data_scripts/step2_human_verification.py d7840e6c2b484338 ran MIT (permissive)
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI 27 Nov 2023 eric-ai-lab/probmed/eval/calculate_score.py eabb48a101284727 unverified MIT (permissive)
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs 8 Nov 2023 umass-foundation-model/genome/engine/gpt.py c949723a39704cc2 unverified Apache-2.0 (permissive)
Moral Foundations of Large Language Models 23 Oct 2023 abdulhaim/moral_foundations_llm/utils/gpt3_utils.py 0f6ba13b6fc5cda6 ran no licence file found · pointer only
BooookScore: A systematic exploration of book-length summarization in the era of LLMs 1 Oct 2023 lilakk/BooookScore/booookscore/legacy/get_booookscore_v2.py 710b33af888f5924 ran MIT (permissive)
Red Teaming Language Model Detectors with Language Models 31 May 2023 shizhouxing/Attack-LM-Detectors/DetectGPT/openai_perturbations.py 0c125fa85591bb34 unverified BSD-3-Clause (permissive)
Pretraining Language Models with Human Preferences 16 Feb 2023 tomekkorbak/pretraining-with-human-feedback/red_team.py 8d9e4494a1a48703 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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