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build

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

build appears in the code Syntology harvested for 31 papers, as 35 distinct code bodies found in 37 places (a place is one code body under one paper). At least one of them ran in 4 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 build 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 4 of the 35 distinct code bodies named build; 31 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
4ran
31unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 11 of the 37 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

31 papers shown of 31, newest first; 37 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 9 papers added by Syntology; 2 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
Predictive Likelihood Ratios for Language Model Watermark Detection added by Syntology 2026-09 (from id) MaStatLab/PLRWatermark/code/build_prompts.py 3d1069cecaec3698 unverified MIT (permissive)
MemUse: Moving Memory Evaluation from Direct QA to Natural Integration in Long-Term Human-AI Conversation added by Syntology 2026-08 (from id) ryuichi-sumida/memuse/baselines/run_fullcontext.py 7ad773531f0f3af7 ran MIT (permissive)
A New Kind of Adversarial Example: Measuring the Human-Model Gap, and Its Relationship to OOD Detection added by Syntology 2026-07 (from id) alikayyam/NKE_attack/nke/models.py 641c44fd42c8bef1 unverified no licence file found · pointer only
FIFA World Cup 2026 as a Contamination-Free Benchmark for LLM Forecasting Agents: Four Models, a Bookmaker, and 104 Matches added by Syntology 2026-07 (from id) graphuofm/FIFA2026LLM/src/build_dataset.py a627f040f13a9194 unverified licence not identified · pointer only
PIXELRAG: Web Screenshots Beat Text for Retrieval-Augmented Generation added by Syntology 2026-06 (from id) StarTrail-org/PixelRAG/index/src/pixelrag_index/pipelines.py 90cb9e46d89c0b72 unverified Apache-2.0 (permissive)
Benchmarking Recursive-Collapse Warning Claims Under Matched False-Positive Control added by Syntology 2026-06 (from id) davidmullett/loopzero-paper-public/src/loopzero_paper/benchmarks/recommender/build_real_covariates.py 9f9b9987533928bb ran Apache-2.0 (permissive)
On Efficient Scaling of GNNs via IO-Aware Layers Implementations added by Syntology 2026-05 (from id) yandex-research/On-Efficient-Scaling-Of-GNNs/src/models/registry.py b484b587dc7496d6 unverified BSD-3-Clause (permissive)
Sentiment and Emotion Classification of Indonesian E-Commerce Reviews via Multi-Task BiLSTM and AutoML Benchmarking added by Syntology 2026-04 (from id) ikii-sd/pba2026-crazyrichteam/src/models/model_baseline.py 862c10c06cda19eb unverified no licence file found · pointer only
Sentiment and Emotion Classification of Indonesian E-Commerce Reviews via Multi-Task BiLSTM and AutoML Benchmarking added by Syntology 2026-04 (from id) ikii-sd/pba2026-crazyrichteam/src/models/model_improved.py 6e1c1d75d4a820c2 unverified no licence file found · pointer only
Sentiment and Emotion Classification of Indonesian E-Commerce Reviews via Multi-Task BiLSTM and AutoML Benchmarking added by Syntology 2026-04 (from id) ikii-sd/pba2026-crazyrichteam/src/models/model_large.py 91c5a0e971609b59 unverified no licence file found · pointer only
ScrapeGraphAI-100k: Dataset for Schema-Constrained LLM Generation added by Syntology 2026-02 (from id) ScrapeGraphAI/scrapegraph-100k-paper/modelling/prompts.py e4642fbe4e9a07a4 unverified no licence file found · pointer only
Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration 7 Jul 2025 SCUT-DLVCLab/AutoHDR/models/upocr.py ff59d2987b57e4ba unverified no licence file found · pointer only
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search 24 Oct 2024 ejaasaari/lorann-experiments/install.py 1a2ffd7252fad4b2 unverified MIT (permissive)
Results of the Big ANN: NeurIPS'23 competition 25 Sep 2024 harsha-simhadri/big-ann-benchmarks/install.py 4a00404229a68dcc ran MIT (permissive)
RankCLIP: Ranking-Consistent Language-Image Pretraining 15 Apr 2024 jam1ezhang/rankclip/pkgs/openai/model.py 27b459903dd9ce81 unverified no licence file found · pointer only
Better Safe than Sorry: Pre-training CLIP against Targeted Data Poisoning and Backdoor Attacks 5 Oct 2023 bigml-cs-ucla/safeclip/SafeCLIP/pkgs/openai/model.py 27b459903dd9ce81 unverified no licence file found · pointer only
Machine Unlearning: Solutions and Challenges 14 Aug 2023 tamlhp/awesome-machine-unlearning/algorithms/UnfoldedSelf-ReconstructionHashing/install.py daeac69bbd11aadf ran MIT (permissive)
MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking 28 Jul 2023 mcg-nju/memotr/models/deformable_transformer.py 8302d68a2f073468 unverified MIT (permissive)
Frame Mining: a Free Lunch for Learning Robotic Manipulation from 3D Point Clouds 14 Oct 2022 xuanlinli17/corl_22_frame_mining/pyrl/pyrl/networks/builder.py 053001fc2285043b unverified Apache-2.0 (permissive)
ECO-TR: Efficient Correspondences Finding Via Coarse-to-Fine Refinement 25 Sep 2022 dltan7/ECO-TR/src/models/ecotr_model.py 983f2c32d9f35628 unverified Apache-2.0 (permissive)
GSRFormer: Grounded Situation Recognition Transformer with Alternate Semantic Attention Refinement 18 Aug 2022 zhiqic/gsrformer/datasets/swig.py e335e7e2c2f17628 unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression 21 Mar 2022 xiaosu-zhu/McQuic/mcquic/modules/builder.py d789e18c19c20aa0 unverified Apache-2.0 (permissive)
Grounded Situation Recognition with Transformers 19 Nov 2021 jhcho99/gsrtr/datasets/swig.py edfd696fbd294e13 unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
ManiSkill: Generalizable Manipulation Skill Benchmark with Large-Scale Demonstrations 30 Jul 2021 haosulab/ManiSkill-Learn/mani_skill_learn/networks/builder.py 67976edf323e2f17 unverified Apache-2.0 (permissive)
DSANet: Dynamic Segment Aggregation Network for Video-Level Representation Learning 25 May 2021 whwu95/DSANet/codes/models/builder.py 67976edf323e2f17 unverified MIT (permissive)
Multi-Task Reinforcement Learning with Context-based Representations 11 Feb 2021 facebookresearch/mtenv/mtenv/envs/hipbmdp/env.py 0e05ca3c4484a295 unverified MIT (permissive)
Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning 28 May 2020 cvlab-stonybrook/Scanpath_Prediction/irl_dcb/builder.py 06e89ab5539e3aae unverified MIT (permissive)
State-Aware Tracker for Real-Time Video Object Segmentation 1 Mar 2020 MegviiDetection/video_analyst/videoanalyst/model/builder.py e127c82cc613f1d9 unverified MIT (permissive)
M3D-RPN: Monocular 3D Region Proposal Network for Object Detection 13 Jul 2019 garrickbrazil/M3D-RPN/models/densenet121_3d_dilate.py 1c47eb3c9a5da30c unverified MIT (permissive)
M3D-RPN: Monocular 3D Region Proposal Network for Object Detection 13 Jul 2019 garrickbrazil/M3D-RPN/models/densenet121_3d_dilate_depth_aware.py 2e3da10ee5eae517 unverified MIT (permissive)
nuScenes: A multimodal dataset for autonomous driving 26 Mar 2019 nutonomy/second.pytorch/second/pytorch/builder/optimizer_builder.py 1fcec29c9194340f unverified MIT (permissive)
Randomly weighted CNNs for (music) audio classification 2018-05 (from id) jordipons/elmarc/src/dl_models.py 09f096ee2270341e unverified MIT (permissive)
arXiv:aaai_28245 shannanyinxiang/ViTEraser/models/viteraser.py 997f2a10b5a97651 unverified MIT (permissive)
arXiv:aaai_28245 shannanyinxiang/ViTEraser/models/segmim.py db550ace28175eaa unverified MIT (permissive)
arXiv:aaai_28245 shannanyinxiang/ViTEraser/datasets/segmim.py 601365b6fc104e7f unverified MIT (permissive)
arXiv:aaai_28245 shannanyinxiang/ViTEraser/datasets/texterase.py 0e72d80ae297be4d unverified MIT (permissive)
arXiv:Zhang_Spiking_Transformers_for_Event-Based_Single_Object_Tracking_CVPR_2022_paper Jee-King/CVPR2022_STNet/videoanalyst/model/builder.py 48acb618c8672361 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