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parse_text

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

parse_text appears in the code Syntology harvested for 15 papers, as 7 distinct code bodies found in 16 places (a place is one code body under one paper). At least one of them ran in 14 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 parse_text 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 parse_text; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 5 of the 16 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

15 papers shown of 15, newest first; 16 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
Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift added by Syntology 2026-06 (from id) kkr36/llm_detection/arxiv/inference_set_rewrite/analyze_ngram_overlap.py 56a46b80654865e8 ran fingerprinted no licence file found · pointer only
Closed-Form Spectral Regularization for Multi-Task Model Merging added by Syntology 2026-06 (from id) WalkerWorldPeace/MLLMerging/ModelCompose/demo_app.py 840fb864701f8f6d ran no licence file found · pointer only
MuMu-LLaMA: Multi-modal Music Understanding and Generation via Large Language Models 2024-12 (from id) shansongliu/M2UGen/MuMu-LLaMA/gradio_app.py a5a8373f8eeb0e5b unverified MIT (permissive)
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools 18 Jun 2024 thudm/chatglm-6b/web_demo.py 826ceb601fb31250 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools 18 Jun 2024 thudm/chatglm/basic_demo/web_demo_gradio.py ca6cfdfc224a6e07 ran fingerprinted Apache-2.0 (permissive)
FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture 16 Jun 2024 lyan62/FoodieQA/Yi/demo/web_demo.py ca6cfdfc224a6e07 ran fingerprinted no licence file found · pointer only
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations 21 Mar 2024 01-ai/Yi/demo/web_demo.py ca6cfdfc224a6e07 ran fingerprinted Apache-2.0 (permissive)
Fine-grained Audio-Visual Joint Representations for Multimodal Large Language Models 9 Oct 2023 briansidp/audiovisualllm/inference.py 826ceb601fb31250 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models 29 Aug 2023 casia-iva-lab/anomalygpt/code/web_demo.py 826ceb601fb31250 ran · our draft was wrong fingerprinted no licence file found · pointer only
Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic 27 Jun 2023 shikras/shikra/mllm/demo/webdemo.py 1e28be03e74e0dc5 ran · our draft was wrong fingerprinted licence not identified · pointer only
A New Dataset and Empirical Study for Sentence Simplification in Chinese 7 Jun 2023 THUDM/ChatGLM-6B/web_demo.py 826ceb601fb31250 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
PandaGPT: One Model To Instruction-Follow Them All 25 May 2023 yxuansu/pandagpt/code/web_demo.py 826ceb601fb31250 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
QLoRA: Efficient Finetuning of Quantized LLMs 23 May 2023 openmedlab/pulse/web_demo_gradio.py 826ceb601fb31250 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
TheoremQA: A Theorem-driven Question Answering dataset 21 May 2023 THUDM/VisualGLM-6B/web_demo_hf.py 826ceb601fb31250 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
An Empirical Study On Contrastive Search And Contrastive Decoding For Open-ended Text Generation 19 Nov 2022 yxuansu/contrastive_search_versus_contrastive_decoding/inference.py 66a2664f44c5cb07 ran · our draft was wrong MIT (permissive)
CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis 25 Mar 2022 openlmlab/moss/moss_web_demo_gradio.py 826ceb601fb31250 ran · our draft was wrong fingerprinted 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