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group_texts

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

group_texts appears in the code Syntology harvested for 14 papers, as 15 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 9 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 group_texts 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 15 distinct code bodies named group_texts; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
9ran
5unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 15 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

14 papers shown of 14, newest first; 15 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 1 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
High-quality data augmentation for code comment classification added by Syntology 2026-01 (from id) ThomBors/NLBSE2026/src/utils.py 12e2ffa4e0472b06 unverified MIT (permissive)
Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective 23 Oct 2024 irenezihuili/graphusion/med_bert.py 9df4eb6beaf8b924 unverified no licence file found · pointer only
Extracting Affect Aggregates from Longitudinal Social Media Data with Temporal Adapters for Large Language Models 26 Sep 2024 dess-mannheim/temporal-adapters/train_llama3_empiricalData.py a29da27a2682e076 ran MIT (permissive)
Extracting Affect Aggregates from Longitudinal Social Media Data with Temporal Adapters for Large Language Models 26 Sep 2024 dess-mannheim/temporal-adapters/train_llama3_syntheticMix.py cf2f95f177d552d9 ran MIT (permissive)
CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models 2 Sep 2024 raytsang123/clibe/discriminative_backdoors/detection/corpus.py af845e67b66255e7 ran Apache-2.0 (permissive)
MemLong: Memory-Augmented Retrieval for Long Text Modeling 30 Aug 2024 bui1dmysea/memlong/eval/language_modeling/MemLong/utils.py 65bc466999b923d6 ran no licence file found · pointer only
An Empirical Comparison of Vocabulary Expansion and Initialization Approaches for Language Models 8 Jul 2024 AI4Bharat/VocabAdaptation_LLM/IndicMPT_inference.py 9ec8e7e78f79e925 ran no licence file found · pointer only
How Can We Effectively Expand the Vocabulary of LLMs with 0.01GB of Target Language Text? 17 Jun 2024 gucci-j/lowres-cva/preprocessing/src/main_lapt.py 0643ee8d0cd584bc ran MIT (permissive)
SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs 25 May 2024 Mohammad-Mozaffari/slope/inference.py c144743f962ecd0b unverified no licence file found · pointer only
Instruction Tuning With Loss Over Instructions 23 May 2024 ZhengxiangShi/InstructionModelling/src/compute_loss.py d09e0781a55d3694 ran no licence file found · pointer only
Emergent Abilities in Reduced-Scale Generative Language Models 2 Apr 2024 text-machine-lab/mini_gpt/src/data_collation.py 1e973bfb2c3ff69e ran no licence file found · pointer only
An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference 16 Feb 2024 gucci-j/llm-cva/preprocessing/src/preprocess.py d2183c85747240d9 ran MIT (permissive)
Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training 23 May 2023 kyegomez/Sophia/experiments/training.py 2382cb6829841947 ran · our draft was wrong Apache-2.0 (permissive)
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models 17 May 2023 BunsenFeng/Knowledge_Card/card_training.py c6d0a4b8c23ebfe9 unverified MIT (permissive)
arXiv:2024.findings-naacl.117 qqplot/dcpmi/utils/utils.py a15a1001b7f79b38 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