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Retriever

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

Retriever appears in the code Syntology harvested for 11 papers, as 11 distinct code bodies found in 11 places (a place is one code body under one paper). At least one of them ran in 6 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 Retriever 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 11 distinct code bodies named Retriever; 5 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
6ran
5unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 11 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

11 papers shown of 11, newest first; 11 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
Ground Then Rank: Revisiting Knowledge-Based VQA with Training-Free Entity Identification added by Syntology 2026-06 (from id) Go2Heart/EchoSight/model/retriever.py 128dc22d75efa617 ran MIT (permissive)
HAPS: Hierarchical LLM Routing with Joint Architecture and Parameter Search added by Syntology 2026-01 (from id) zihangtian/HAPS/HotpotQA/joint_rl/rl_batch.py 421651a025757bd2 ran no licence file found · pointer only
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval 10 May 2025 ChaoLinAViy/OMGM/model/retriever.py fa30ec70782d65f2 ran no licence file found · pointer only
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation 28 Oct 2024 graph-com/subgraphrag/retrieve/src/model/retriever.py a0086a56c06edbff unverified MIT (permissive)
Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation 21 Jun 2024 haruhi-sudo/RPG/retriever/passage_retrieval.py 7da1c23a709ab06e ran no licence file found · pointer only
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model 23 Feb 2024 tangqiaoyu/selfretrieval/evaluation/predict.py 0cfdc6cb7b4cd04e unverified no licence file found · pointer only
BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models 2 Oct 2023 csarron/btr/BTR-BERT/src/btr/models/modeling_retriever.py fed50449261dcbeb unverified no licence file found · pointer only
RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language Models 21 Aug 2023 yhoshi3/RaLLe/ralle/retrievers/initialize.py fae9ccd49478bc2c unverified MIT (permissive)
StructGPT: A General Framework for Large Language Model to Reason over Structured Data 16 May 2023 RUCAIBox/StructGPT/structgpt_for_tableqa.py 8d2a6c5b5165e0c8 ran Apache-2.0 (permissive)
Case-Based Reasoning with Language Models for Classification of Logical Fallacies 27 Jan 2023 zhpinkman/CBR/cbr_analyser/reasoner/classifier_with_attention_bert.py 0d0d04967373a856 ran no licence file found · pointer only
DocPrompting: Generating Code by Retrieving the Docs 13 Jul 2022 shuyanzhou/doccoder/generator/fid/src/model.py e6e89b2e0804678e unverified Apache-2.0 (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