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load_corpus

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

load_corpus appears in the code Syntology harvested for 16 papers, as 16 distinct code bodies found in 17 places (a place is one code body under one paper). At least one of them ran in 6 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 load_corpus 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 16 distinct code bodies named load_corpus; 10 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
4ran
10unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 17 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

16 papers shown of 16, newest first; 17 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; 1 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
Model of Models: When Does Emitting a Specialist Beat Attending, Adapting, or Tuning? A Controlled Cross-Domain Study of Amortized Weight Generation added by Syntology 2026-08 (from id) johnchowell/Model-of-Models/exp12_lm.py 177e6731706681d8 ran MIT (permissive)
Do Current Retrievers Cover All the Evidence? A Controlled Study of Conjunctive Cross-Page Retrieval added by Syntology 2026-07 (from id) sunggukcha/n_clue/code/data_release/score_public_release.py 7e2be2bccd19198e ran fingerprinted licence not identified · pointer only
Sifei at SemEval-2026 Task 8: Hybrid Retrieval and Query Rewriting for Multi-Turn RAG added by Syntology 2026-06 (from id) mengsifei/Multi_turn_RAG/other_scripts/taska/eval_jasper_ft_cached.py cdba14a6f68be325 ran · our draft was wrong no licence file found · pointer only
Internal Representation, Not Clinical Knowledge: Where Apparent LLM Triage Failures Originate added by Syntology 2026-05 (from id) dafraile/SAE_mad/exploratory/v1_exploration.py 885fee40242784c3 ran no licence file found · pointer only
Language-Coupled Reinforcement Learning for Multilingual Retrieval-Augmented Generation added by Syntology 2026-01 (from id) Cherry-qwq/LcRL-Open/search_r1/search/index_builder.py de61bda51ce45fe7 unverified Apache-2.0 (permissive)
Re-Rankers as Relevance Judges added by Syntology 2026-01 (from id) ChuanMeng/reranker-as-judge/prepare_rerank_file.py d2be521ea106af46 unverified no licence file found · pointer only
Decide Then Retrieve: A Training-Free Framework with Uncertainty-Guided Triggering and Dual-Path Retrieval added by Syntology 7 Jan 2026 ChenWangHKU/DTR/dataset/load_data.py dadf6ea008f1bb13 unverified no licence file found · pointer only
Distilling LLM Agent into Small Models with Retrieval and Code Tools 23 May 2025 Nardien/agent-distillation/search/retriever_server.py de61bda51ce45fe7 unverified Apache-2.0 (permissive)
R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning 22 May 2025 RUCAIBox/R1-Searcher/train/wiki_corpus_load.py 323c01eff1603dc2 unverified MIT (permissive)
R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning 22 May 2025 RUCAIBox/R1-Searcher/wiki_corpus_index_bulid/build_corpus_embedding.py 64ee1085455df662 unverified MIT (permissive)
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems 29 Sep 2024 elviswxy/rag_fairness/preprocess_trec_wiki.py 7b7eafb43497dd26 unverified no licence file found · pointer only
"Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation 18 Dec 2023 project-miracl/nomiracl/nomiracl/dataset/util.py 7ef73ee895d32f5b ran Apache-2.0 (permissive)
Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading 21 Apr 2023 aeye-lab/eyettention/utils.py b0f3a6649db1c37f unverified MIT (permissive)
Compressing Multisets with Large Alphabets using Bits-Back Coding 15 Jul 2021 facebookresearch/multiset-compression/utils.py 49cb7524aead5cc1 unverified MIT recorded; this copy not marked cleared · pointer only
Learning Music Helps You Read: Using Transfer to Study Linguistic Structure in Language Models 30 Apr 2020 toizzy/tilt-transfer/frozen_l2_train.py 9fdf5f91af23c55b ran · our draft was wrong no licence file found · pointer only
qHiPSTER: The Quantum High Performance Software Testing Environment 2016-01 (from id) ICHEC/QNLP/modules/py/pkgs/QNLP/proc/process_corpus.py 9a883eb4296a28f5 unverified Apache-2.0 (permissive)
arXiv:2022.findings-emnlp.48 souvikdgp16/FADE/datasets/utils.py ffc8427b44efaad4 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