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load_txt

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

load_txt appears in the code Syntology harvested for 18 papers, as 16 distinct code bodies found in 18 places (a place is one code body under one paper). At least one of them ran in 10 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 load_txt 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 16 distinct code bodies named load_txt; 6 are 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
7ran
6unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 18 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

18 papers shown of 18, newest first; 18 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 4 papers added by Syntology; 2 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
From Vajrayana Tara to Bengali Baul: A Computational Study of Lexical Transmission Across Buddhist, Shakta, and Vaishnava Traditions in Bengal added by Syntology 2026-06 (from id) joyboseroy/bengal-dharma-corpus/analyze_corpus.py 4ddc1e3a3f2e0e4c ran MIT (permissive)
PE-means: Improved Differentially Private 𝑘-means Clustering through Private Evolution added by Syntology 2026-06 (from id) t3humphries/PE-means/src/helpers.py 2a9d75d1feca994c ran MIT (permissive)
SCURank: Ranking Multiple Candidate Summaries with Summary Content Units for Enhanced Summarization added by Syntology 2026-04 (from id) IKMLab/SCURank/utils.py 7c69ce7fa3348cbb unverified 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 2f50635caabfd754 ran · our draft was wrong no licence file found · pointer only
AnyText2: Visual Text Generation and Editing With Customizable Attributes 22 Nov 2024 tyxsspa/anytext2/dataset_util.py c986b2b9b07493a4 unverified Apache-2.0 (permissive)
Can Language Models Learn to Skip Steps? 4 Nov 2024 tengxiaoliu/LM_skip/src/utils.py fce69a1e1cadbd9a unverified no licence file found · pointer only
MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding 23 Sep 2024 xiaomi/mobilevlm/corpus/bm25.py 1aa5d2a1084ca8a3 ran licence not identified · pointer only
MetaSapiens: Real-Time Neural Rendering with Efficiency-Aware Pruning and Accelerated Foveated Rendering 2024-07 (from id) horizon-research/fov-3dgs/LightGaussian/get_multimodel.py ba8a79b2efd66411 ran MIT (permissive)
LLM3:Large Language Model-based Task and Motion Planning with Motion Failure Reasoning 18 Mar 2024 assassinws/llm-tamp/utils/io_util.py 1ef07ffb8e24b441 ran MIT (permissive)
Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners? 31 Jan 2024 eth-lre/solving-biases/utils/data_utils.py b21bae29bcdb0be7 ran no licence file found · pointer only
AnyText: Multilingual Visual Text Generation And Editing 6 Nov 2023 tyxsspa/anytext/dataset_util.py c986b2b9b07493a4 unverified Apache-2.0 (permissive)
Tool-Augmented Reward Modeling 2 Oct 2023 ernie-research/Tool-Augmented-Reward-Model/src/utils/file_utils.py 8d0b0bc9b4468955 ran MIT (permissive)
Aligning Large Language Models for Clinical Tasks 6 Sep 2023 ssm123ssm/medGPT/docGPT_core.py 47a48240597e888e ran · our draft was wrong no licence file found · pointer only
Learning Agent-Aware Affordances for Closed-Loop Interaction with Articulated Objects 2022-09 (from id) giuschio/agent_aware_affordances/src/executables/0_partnet_preprocessing.py 18398936809a23da ran · our draft was wrong MIT (permissive)
Multitrack Music Transformer 14 Jul 2022 salu133445/mmt/mmt/utils.py c0a19c384703b701 unverified MIT (permissive)
The Zwicky Transient Facility: System Overview, Performance, and First Results 2019-02 (from id) cherry0116/RB-C1000/cls_code/re_train/re_train.py 382fd7d231df1183 unverified MIT (permissive)
arXiv:Zhang_Towards_Adversarial_Robustness_via_Debiased_High-Confidence_Logit_Alignment_ICCV_2025_paper KejiaZhang-Robust/DHAT/utils.py 72e987352ce9827d unverified MIT (permissive)
arXiv:2025.findings-emnlp.1385 bowen-upenn/ControlText/dataset_util.py c986b2b9b07493a4 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