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trim_batch

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

trim_batch appears in the code Syntology harvested for 13 papers, as 3 distinct code bodies found in 13 places (a place is one code body under one paper). At least one of them ran in 12 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 trim_batch 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 2 of the 3 distinct code bodies named trim_batch; 1 is 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
1ran
1unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 13 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

13 papers shown of 13, newest first; 13 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
Dynamic Commonsense Coordination for Empathetic Response Generation added by Syntology 2026-07 (from id) Sahandfer/CEM/src/utils/comet.py eeb8dc60c6ef1fa4 ran no licence file found · pointer only
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements 8 Oct 2023 27182812/LLM4ED/comet.py eeb8dc60c6ef1fa4 ran no licence file found · pointer only
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering 29 Sep 2023 linweizhedragon/retrieval-augmented-visual-question-answering/materials/Oscar/oscar/run_vqa.py 12516cd21b436092 ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding 6 Jul 2023 thu-keg/korc/RAG/openqa_dataset.py eeb8dc60c6ef1fa4 ran MIT (permissive)
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner 18 May 2022 amazon-research/irgr/src/entailment_bank/utils/angle_utils.py eeb8dc60c6ef1fa4 ran Apache-2.0 (permissive)
Arithmetic-Based Pretraining -- Improving Numeracy of Pretrained Language Models 13 May 2022 ukplab/emnlp2022-reasoning-aware-pretraining/utils.py 75996269cea01a0c unverified Apache-2.0 (permissive)
Unsupervised Cross-Task Generalization via Retrieval Augmentation 17 Apr 2022 INK-USC/ReCross/metax/models/utils.py eeb8dc60c6ef1fa4 ran MIT (permissive)
Can Question Rewriting Help Conversational Question Answering? 13 Apr 2022 hltchkust/cqr4cqa/src/data_utils/qr_data_utils.py eeb8dc60c6ef1fa4 ran MIT (permissive)
CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models 24 Sep 2021 thunlp/cpt/Oscar/oscar/fewshot/gqa_cpt.py 12516cd21b436092 ran · our draft was wrong MIT (permissive)
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering 5 Aug 2021 awslabs/durepa-hybrid-qa/src/utils.py eeb8dc60c6ef1fa4 ran Apache-2.0 (permissive)
Explaining Answers with Entailment Trees 17 Apr 2021 allenai/entailment_bank/utils/angle_utils.py eeb8dc60c6ef1fa4 ran Apache-2.0 (permissive)
Simplifying Paragraph-level Question Generation via Transformer Language Models 3 May 2020 AndreasInk/Quiz-APIv2/data_collator.py eeb8dc60c6ef1fa4 ran MIT (permissive)
arXiv:2023.findings-acl.743 THU-KEG/KoRC/RAG/openqa_dataset.py eeb8dc60c6ef1fa4 ran 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