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position_encoding

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

position_encoding appears in the code Syntology harvested for 13 papers, as 7 distinct code bodies found in 13 places (a place is one code body under one paper). At least one of them ran in 12 of the papers; 4 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 position_encoding 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 6 of the 7 distinct code bodies named position_encoding; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

3ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
1ran · fixture could not drive it
2ran
1unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 13 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

13 papers shown of 13, newest first; 13 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. 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
Dynamic Commonsense Coordination for Empathetic Response Generation added by Syntology 2026-07 (from id) Sahandfer/CEM/src/models/common.py e6dc8a206c0c47a8 ran · honoured contract fingerprinted no licence file found · pointer only
Learning Dynamic Graph Representations through Timespan View Contrasts added by Syntology 2026-05 (from id) yimingxu24/CLDG/CLDG/utils.py 44a7d49a832f00fd ran fingerprinted no licence file found · pointer only
Towards Generalizable Multi-Object Tracking 1 Jun 2024 qinzheng2000/generaltrack/core/Point2InstanceRelation.py f5edaf65bc73e518 ran no licence file found · pointer only
3D Shape Reconstruction from 2D Images with Disentangled Attribute Flow 29 Mar 2022 junshengzhou/3DAttriFlow/utils/model_utils.py 1240ac70ff56f0c6 unverified MIT (permissive)
Learning Bounded Context-Free-Grammar via LSTM and the Transformer:Difference and Explanations 16 Dec 2021 shihui2010/learn_cfg_with_neural_network/models/transformer.py e6dc8a206c0c47a8 ran · honoured contract fingerprinted MIT (permissive)
MIME: MIMicking Emotions for Empathetic Response Generation 4 Oct 2020 declare-lab/MIME/model/common_layer.py e6dc8a206c0c47a8 ran · honoured contract fingerprinted MIT (permissive)
Variational Transformers for Diverse Response Generation 28 Mar 2020 zlinao/Variational-Transformer/model/common_layer.py e6dc8a206c0c47a8 ran · honoured contract fingerprinted MIT (permissive)
MoEL: Mixture of Empathetic Listeners 21 Aug 2019 HLTCHKUST/MoEL/model/common_layer.py e6dc8a206c0c47a8 ran · honoured contract fingerprinted MIT (permissive)
Personalizing Dialogue Agents via Meta-Learning 24 May 2019 HLTCHKUST/PAML/model/common_layer.py e6dc8a206c0c47a8 ran · honoured contract fingerprinted MIT (permissive)
Gated End-to-End Memory Networks 13 Oct 2016 cstghitpku/GateMemN2N/gmemn2n/gmemn2n.py 8abcd06d5ce60851 ran · honoured contract fingerprinted MIT (permissive)
Dynamic Memory Networks for Visual and Textual Question Answering 4 Mar 2016 dandelin/Dynamic-memory-networks-plus-Pytorch/babi_main.py 9f51aa3fcdd89fcd ran · fixture could not drive it no licence file found · pointer only
End-To-End Memory Networks 31 Mar 2015 ishalyminov/memn2n/memn2n/memn2n.py b0ca12d8cc81c8be ran · honoured contract fingerprinted MIT (permissive)
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks 19 Feb 2015 domluna/memn2n/memn2n/memn2n.py 8abcd06d5ce60851 ran · honoured contract fingerprinted 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