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pairwise

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

pairwise appears in the code Syntology harvested for 27 papers, as 14 distinct code bodies found in 27 places (a place is one code body under one paper). At least one of them ran in 18 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 pairwise 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 14 distinct code bodies named pairwise; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
1ran · fixture could not drive it
5ran
4unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 9 of the 27 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

27 papers shown of 27, newest first; 27 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; 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
Per-Group Error, Not Total MSE: Fine-Tuning Vision-Language-Action Models for 11-DoF Mobile Manipulation added by Syntology 2026-06 (from id) paumontagut/per-group-mse-vla/figures/robot_trials.py ceef46d001a7c64e ran MIT (permissive)
Segmenting Human-LLM Co-authored Text via Change Point Detection added by Syntology 2026-05 (from id) Mamba413/DetectLLMSegmentation/ruptures/src/ruptures/detection/binseg.py e321c308839f1028 ran · our draft was wrong no licence file found · pointer only
Dense Backpropagation Improves Training for Sparse Mixture-of-Experts 16 Apr 2025 vatsal0/default-moe/configs/gen_docs.py 50c9c165cf801f59 unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
TabularARGN: A Flexible and Efficient Auto-Regressive Framework for Generating High-Fidelity Synthetic Data 21 Jan 2025 mostly-ai/mostlyai/mostlyai/sdk/_data/base.py 363d20718966e6b6 unverified Apache-2.0 (permissive)
MemoryFormer: Minimize Transformer Computation by Removing Fully-Connected Layers 20 Nov 2024 ningding-o/MemoryFormer/configs/gen_docs.py 50c9c165cf801f59 unverified no licence file found · pointer only
DAPE V2: Process Attention Score as Feature Map for Length Extrapolation 7 Oct 2024 chuanyang-zheng/cape/configs/gen_docs.py 50c9c165cf801f59 unverified Apache-2.0 (permissive)
PSLM: Parallel Generation of Text and Speech with LLMs for Low-Latency Spoken Dialogue Systems 18 Jun 2024 eleutherai/gpt-neox/configs/gen_docs.py 50c9c165cf801f59 unverified Apache-2.0 (permissive)
HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation 18 Mar 2024 zhangce01/HiKER-SGG/lib/pytorch_misc.py fef49730c9e9a2b8 ran MIT (permissive)
One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems 15 Dec 2023 mikomel/sal/avr/config.py 5a016f69a93b885a ran no licence file found · pointer only
Efficient Online Data Mixing For Language Model Pre-Training 5 Dec 2023 alon-albalak/online-data-mixing/configs/gen_docs.py 50c9c165cf801f59 unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
On Bringing Robots Home 27 Nov 2023 notmahi/dobb-e/stick-data-collection/export_vids_ffmpeg.py 21bacb95de249600 ran MIT (permissive)
Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts 31 Oct 2023 declare-lab/lg-vqa/guidance/RelTR/lib/pytorch_misc.py fef49730c9e9a2b8 ran no licence file found · pointer only
arXiv:2307.06422 2023-07 (from id) thupchnsky/dp-gnn/core/utils.py e2521bda2312168c ran MIT (permissive)
Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models 19 May 2023 merantix-momentum/concurvity-regularization/main/concurvity.py 98a4acbd35bc6550 ran · fixture could not drive it Apache-2.0 (permissive)
Classifier-Free Diffusion Guidance 26 Jul 2022 kjsman/stable-diffusion-pytorch/stable_diffusion_pytorch/pipeline.py df31b88dfd9608ff ran · our draft was wrong MIT (permissive)
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation 20 May 2022 chijames/KERPLE/configs/gen_docs.py 50c9c165cf801f59 unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation 2 Mar 2022 sisaman/gap/core/utils.py e2521bda2312168c ran CC0-1.0 (permissive)
Spatial-Temporal Transformer for Dynamic Scene Graph Generation 26 Jul 2021 yrcong/STTran/lib/pytorch_misc.py fef49730c9e9a2b8 ran MIT (permissive)
Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and Fairness 3 May 2021 HarrieO/2021-SIGIR-plackett-luce/algorithms/pairwise.py 6d78cc79dd180c09 unverified MIT (permissive)
Learning Visual Commonsense for Robust Scene Graph Generation 17 Jun 2020 ZhecanJamesWang/GLAT_SGG/lib/pytorch_misc.py fef49730c9e9a2b8 ran MIT (permissive)
GPS-Net: Graph Property Sensing Network for Scene Graph Generation 29 Mar 2020 taksau/GPS-Net/lib/pytorch_misc.py fef49730c9e9a2b8 ran MIT (permissive)
Fair Resource Allocation in Federated Learning 25 May 2019 mukul-rathi/personalised-federated-learning/client/perfedavg_client.py 59f09562e5a4b998 ran · our draft was wrong no licence file found · pointer only
Correlating neural and symbolic representations of language 14 May 2019 gchrupala/ursa/ursa/util.py c76aee70b3246853 unverified Apache-2.0 (permissive)
Knowledge-Embedded Routing Network for Scene Graph Generation 8 Mar 2019 yuweihao/KERN/lib/pytorch_misc.py fef49730c9e9a2b8 ran MIT (permissive)
Learning to Compose Dynamic Tree Structures for Visual Contexts 5 Dec 2018 KaihuaTang/VCTree-Scene-Graph-Generation/lib/pytorch_misc.py fef49730c9e9a2b8 ran MIT (permissive)
Neural Ordinary Differential Equations 19 Jun 2018 UofTrees/ProjectX2020/mr_node/model/odefunc.py acc109795f939462 ran · our draft was wrong no licence file found · pointer only
arXiv:2023.findings-acl.807 amueller/word_cloud/wordcloud/tokenization.py 21bacb95de249600 ran 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