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is_number

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

is_number appears in the code Syntology harvested for 70 papers, as 21 distinct code bodies found in 70 places (a place is one code body under one paper). At least one of them ran in 53 of the papers; 1 of the code bodies carries 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 is_number 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 13 of the 21 distinct code bodies named is_number; 8 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
5ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
8ran
8unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 28 of the 70 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

70 papers shown of 70, newest first; 70 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; 4 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
Fair ASR: Re-Evaluating Black-Box Jailbreaks under Shared Target-Call Budgets added by Syntology 2026-08 (from id) xsddys/Fair-ASR/FairASR/evaluators/score_history_strong_reject_budget_global.py 6961743def4c7c57 unverified no licence file found · pointer only
MotionHiFlow: Text-to-Motion via Hierarchical Flow Matching added by Syntology 2026-04 (from id) ai-lh/MotionHiFlow/src/utils/get_opt.py e9840a10d733a764 ran no licence file found · pointer only
TLoRA: Task-aware Low Rank Adaptation of Large Language Models added by Syntology 2026-04 (from id) Rambo-Yi/TLora/evaluate/math/eval_gsm8k.py 0fe9cf6c00ef56ea ran · violated contract no licence file found · pointer only
Where Hindsight Credit Can Reside: A Signed-Capacity View of Token Updates in RLVR added by Syntology 2026-04 (from id) QwenLM/Qwen2.5-Math/evaluation/math_utils.py 1c1060f6e43d5dfa unverified no licence file found · pointer only
RouterKGQA: Specialized-General Model Routing for Constraint-Aware Knowledge Graph Question Answering added by Syntology 2026-03 (from id) Oldcircle/RouterKGQA/evaluate.py b2feca00ae40a160 ran · violated contract MIT (permissive)
Eliciting Numerical Predictive Distributions of LLMs Without Autoregression added by Syntology 2026-03 (from id) kasia-kobalczyk/guess_llm/src/guess_llm/llm_utils/llm_no_scaling.py e18607dae38b30e2 ran · violated contract no licence file found · pointer only
Belief-Calibrated Multi-Agent Consensus Seeking for Complex NLP Tasks added by Syntology 2025-10 (from id) dengwentao99/BCCS/MATH/math_utils.py 1c1060f6e43d5dfa unverified no licence file found · pointer only
Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting 26 May 2025 evanwu1125/litecot/eval/Qwen2.5-Math/evaluation/math_utils.py 1c1060f6e43d5dfa unverified MIT (permissive)
MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks 18 May 2025 HAIRLAB/Pre_Surv_COVID_19/utils.py f97aabe235dec048 unverified MIT (permissive)
Reinforcement Learning for Reasoning in Large Language Models with One Training Example 29 Apr 2025 ypwang61/one-shot-rlvr/Qwen2.5-Eval/evaluation/math_utils.py 1c1060f6e43d5dfa unverified Apache-2.0 (permissive)
Concise Reasoning via Reinforcement Learning 7 Apr 2025 ai-wand/concise-reasoning/eval/math_utils.py 1c1060f6e43d5dfa unverified MIT (permissive)
MasRouter: Learning to Route LLMs for Multi-Agent Systems 16 Feb 2025 yanweiyue/masrouter/Datasets/gsm8k/gsm8k_dataset.py 4f015b339ccf7dee unverified Apache-2.0 (permissive)
Kimi k1.5: Scaling Reinforcement Learning with LLMs 22 Jan 2025 mathllm/math-v/models/utils.py e18607dae38b30e2 ran · violated contract MIT (permissive)
Analyzing Fine-tuning Representation Shift for Multimodal LLMs Steering alignment 6 Jan 2025 mshukor/xl-vlms/src/analysis/cluster_analysis.py 3b5feddb8481ce67 ran · violated contract MIT (permissive)
Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation 24 Dec 2024 Applied-Machine-Learning-Lab/AMAR/eval_final.py b2feca00ae40a160 ran · violated contract no licence file found · pointer only
Entropy-Regularized Process Reward Model 15 Dec 2024 identical code first harvested elsewhere 0fe9cf6c00ef56ea ran · violated contract licence of this copy not recorded
DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models 12 Oct 2024 vengdeng/darex/utils/evaluate_llms_utils.py 0fe9cf6c00ef56ea ran · violated contract no licence file found · pointer only
MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code 10 Oct 2024 mathllm/mathcoder2/data_processing/mathematical_code/convert_to_text.py 3adfdbf98eb1f8fe ran no licence file found · pointer only
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models 10 Oct 2024 kbsdjames/omni-math-rule/evaluation/math_utils.py 1c1060f6e43d5dfa unverified no licence file found · pointer only
CMM-Math: A Chinese Multimodal Math Dataset To Evaluate and Enhance the Mathematics Reasoning of Large Multimodal Models 4 Sep 2024 ecnu-icalk/educhat-math/evaluation/utils.py e18607dae38b30e2 ran · violated contract no licence file found · pointer only
MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models 30 Aug 2024 pengshuai-rin/multimath/eval_mathverse/utils.py e18607dae38b30e2 ran · violated contract Apache-2.0 (permissive)
SORSA: Singular Values and Orthonormal Regularized Singular Vectors Adaptation of Large Language Models 21 Aug 2024 Gunale0926/SORSA/dataset.py 0fe9cf6c00ef56ea ran · violated contract Apache-2.0 (permissive)
FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models 17 Aug 2024 XiaochenWang-PSU/FedKIM/FedKIM/src/datasets/utils.py 78e54f470017d052 ran no licence file found · pointer only
FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection 17 Aug 2024 psudslab/FEDMEKI/FedMEKI/src/datasets/utils.py 78e54f470017d052 ran no licence file found · pointer only
MAG-SQL: Multi-Agent Generative Approach with Soft Schema Linking and Iterative Sub-SQL Refinement for Text-to-SQL 15 Aug 2024 LancelotXWX/MAG-SQL/main_scripts/bridge_content_encoder.py f39fdc1ce6cffe08 ran MIT (permissive)
BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Models 8 Aug 2024 cyp-jlu-ai/ba-lora/inference/gsm8k_inference.py 0fe9cf6c00ef56ea ran · violated contract no licence file found · pointer only
Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight Disentanglement 6 Aug 2024 yule-BUAA/MergeLLM/utils/evaluate_llms_utils.py 0fe9cf6c00ef56ea ran · violated contract no licence file found · pointer only
MetaOpenFOAM: an LLM-based multi-agent framework for CFD 31 Jul 2024 terry-cyx/metaopenfoam/src/file_sta.py e18607dae38b30e2 ran · violated contract GPL-3.0 (copyleft) · pointer only
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback 20 Jun 2024 kbsdjames/math-minos/evaluation/eval_gsm8k.py 0fe9cf6c00ef56ea ran · violated contract no licence file found · pointer only
An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs 18 Jun 2024 dakingrai/ood-generalization-semantic-boundary-techniques/evaluations/src/bridge_content_encoder.py f39fdc1ce6cffe08 ran MIT (permissive)
When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives 17 Jun 2024 yebowenhu/sportsgen/utils/stats.py 316380478bf0bc96 ran fingerprinted MIT (permissive)
Arabic Diacritics in the Wild: Exploiting Opportunities for Improved Diacritization 9 Jun 2024 CAMeL-Lab/wild_diacritics/code/wilddiacs_utils/modules/token_handler/token_handler.py c5cdf233d710d8fe ran CC-BY-SA-4.0 (copyleft) · pointer only
LM4LV: A Frozen Large Language Model for Low-level Vision Tasks 24 May 2024 bytetriper/lm4lv/src/datasets/utils.py 78e54f470017d052 ran Apache-2.0 (permissive)
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks 24 May 2024 leo-yangli/VB-LoRA/math_instruction_tuning/instruction_tuning_eval/gsm8k_eval.py 0fe9cf6c00ef56ea ran · violated contract no licence file found · pointer only
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models 23 May 2024 rucaibox/jiuzhang3.0/eval/math_utils.py 1c1060f6e43d5dfa unverified no licence file found · pointer only
RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging Radar 22 May 2024 toytiny/radarocc/generate_4d_polar_percentil.py 06e19c1d21f057c6 ran Apache-2.0 (permissive)
Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning 5 May 2024 tongjingqi/MathTrap/eval/eval_GSM8K_category.py 0fe9cf6c00ef56ea ran · violated contract Apache-2.0 (permissive)
Inherent Trade-Offs between Diversity and Stability in Multi-Task Benchmarks 2 May 2024 socialfoundations/benchbench/benchbench/utils/base.py 27f819180313d7a4 ran MIT (permissive)
Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging 8 Apr 2024 thuccslab/mergeguard/eval_math.py 0fe9cf6c00ef56ea ran · violated contract no licence file found · pointer only
3DMIT: 3D Multi-modal Instruction Tuning for Scene Understanding 6 Jan 2024 staymylove/3DMIT/src/vg_eval_script.py 78e54f470017d052 ran no licence file found · pointer only
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch 6 Nov 2023 yule-BUAA/MergeLM/utils/evaluate_llms_utils.py 0fe9cf6c00ef56ea ran · violated contract no licence file found · pointer only
Benchmarking and Improving Text-to-SQL Generation under Ambiguity 20 Oct 2023 testzer0/AmbiQT/src/utils/content.py f39fdc1ce6cffe08 ran MIT (permissive)
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models 13 Oct 2023 lhrlab/chatkbqa/eval_final.py b2feca00ae40a160 ran · violated contract MIT (permissive)
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models 21 Sep 2023 meta-math/MetaMath/eval_gsm8k.py 0fe9cf6c00ef56ea ran · violated contract Apache-2.0 (permissive)
Re-Reading Improves Reasoning in Large Language Models 12 Sep 2023 tebmer/rereading-llm-reasoning/utils/answer_parser.py 0fe9cf6c00ef56ea ran · violated contract Apache-2.0 (permissive)
ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation 11 Sep 2023 pjlab-adg/pcsim/SurrogateMetricsCalculate/ComputeDNUC.py 0fe9cf6c00ef56ea ran · violated contract Apache-2.0 (permissive)
UniSA: Unified Generative Framework for Sentiment Analysis 4 Sep 2023 dawn0815/UniSA/src/generation.py 0fe9cf6c00ef56ea ran · violated contract MIT (permissive)
LKPNR: LLM and KG for Personalized News Recommendation Framework 23 Aug 2023 xuan-zw/lkpnr/NNR/MIND_corpus.py e18607dae38b30e2 ran · violated contract no licence file found · pointer only
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation 15 Jun 2023 ruc-datalab/zeronl2sql/src/utils/bridge_content_encoder.py f39fdc1ce6cffe08 ran MIT (permissive)
How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings 19 May 2023 shuaichenchang/prompt-text-to-sql/database_prompt_construction.py af9bcffd70d6e3be unverified Apache-2.0 (permissive)
LEVER: Learning to Verify Language-to-Code Generation with Execution 16 Feb 2023 niansong1996/lever/execution/wtq_eval.py e18607dae38b30e2 ran · violated contract MIT (permissive)
One Embedder, Any Task: Instruction-Finetuned Text Embeddings 19 Dec 2022 HKUNLP/instructor-embedding/evaluation/prompt_retrieval/bridge_content_encoder.py f39fdc1ce6cffe08 ran Apache-2.0 (permissive)
Pruning-aware Sparse Regularization for Network Pruning 18 Jan 2022 casia-iva-lab/masksparsity/netslim/prune.py 0fe9cf6c00ef56ea ran · violated contract MIT recorded; this copy not marked cleared · pointer only
A Few More Examples May Be Worth Billions of Parameters 8 Oct 2021 yuvalkirstain/lm-evaluation-harness/lm_eval/utils.py e18607dae38b30e2 ran · violated contract MIT (permissive)
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models 10 Sep 2021 ElementAI/picard/seq2seq/utils/bridge_content_encoder.py f39fdc1ce6cffe08 ran Apache-2.0 (permissive)
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs 23 Jun 2021 AutoML-Research/KGBench/kgbench/misc.py 3087bb1d9186ca95 unverified MIT (permissive)
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance 17 May 2021 NExTplusplus/TAT-QA/tatqa_utils.py 1a0411f2ec690e26 unverified MIT (permissive)
Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19 23 Sep 2020 AdityaLab/CALI-Net/clustering_datasets.py e18607dae38b30e2 ran · violated contract MIT (permissive)
HittER: Hierarchical Transformers for Knowledge Graph Embeddings 28 Aug 2020 microsoft/HittER/kge/misc.py 3087bb1d9186ca95 unverified MIT (permissive)
POINTER: Constrained Progressive Text Generation via Insertion-based Generative Pre-training 1 May 2020 dreasysnail/POINTER/keyword_extraction.py 0fe9cf6c00ef56ea ran · violated contract MIT (permissive)
End-to-End Learning Local Multi-view Descriptors for 3D Point Clouds 12 Mar 2020 craigleili/3DLocalMultiViewDesc/utils/io.py e18607dae38b30e2 ran · violated contract MIT (permissive)
Uncertainty-guided Continual Learning with Bayesian Neural Networks 6 Jun 2019 SaynaEbrahimi/UCB/src/utils.py 0fe9cf6c00ef56ea ran · violated contract MIT (permissive)
SySeVR: A Framework for Using Deep Learning to Detect Software Vulnerabilities 18 Jul 2018 identical code first harvested elsewhere 0fe9cf6c00ef56ea ran · violated contract licence of this copy not recorded
Neural Semantic Parsing by Character-based Translation: Experiments with Abstract Meaning Representations 28 May 2017 RikVN/AMR/amr_utils.py e18607dae38b30e2 ran · violated contract no licence file found · pointer only
Deep Biaffine Attention for Neural Dependency Parsing 6 Nov 2016 JoesSattes/Thai-Biaffine-Dependency-Parsing/preprocess.py 1889abe3c29f3531 ran · violated contract MIT (permissive)
emcee: The MCMC Hammer 2012-02 (from id) s-ilic/ECLAIR/ECLAIR_tools.py e18607dae38b30e2 ran · violated contract MIT (permissive)
arXiv:openreview_XtIRCAEYoJ WayneTomas/Artemis/val/refcoco_all/utils.py e18607dae38b30e2 ran · violated contract Apache-2.0 (permissive)
arXiv:aaai_17874 hbaniecki/Pre-Surv-COVID-19/utils.py f97aabe235dec048 unverified MIT (permissive)
arXiv:2025.findings-emnlp.638 liyaooi/LongTableBench/eval/reformat.py e89c58b96c8bb4bc unverified MIT (permissive)
arXiv:2020.emnlp-demos.22 uma-pi1/kge/kge/misc.py 3087bb1d9186ca95 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".

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