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whitespace_tokenize

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

whitespace_tokenize appears in the code Syntology harvested for 49 papers, as 4 distinct code bodies found in 49 places (a place is one code body under one paper). At least one of them ran in 44 of the papers; 2 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 whitespace_tokenize 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 4 distinct code bodies named whitespace_tokenize; 2 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
0ran
2unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 49 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

49 papers shown of 49, newest first; 49 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; 6 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
AfriHG: News headline generation for African Languages 28 Dec 2024 dadelani/AfriHG/Multi-Lang-Rouge/tokenizers.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization 9 Dec 2024 aiming-lab/mmedpo/curation/Sample_Zero-Shot_Grounding_RSNA/models/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation 18 Nov 2024 JT-Sun/Filtering-WoRA/models/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Semantic-Aligned Adversarial Evolution Triangle for High-Transferability Vision-Language Attack 4 Nov 2024 jiaxiaojunqaq/sa-aet/models/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution 18 Sep 2024 MindCode-4/code-4/prophetnet/tokenization_prophetnet.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
One Perturbation is Enough: On Generating Universal Adversarial Perturbations against Vision-Language Pre-training Models 8 Jun 2024 ffhibnese/cpgc_vlp_universal_attacks/models/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted no licence file found · pointer only
Revisiting the Adversarial Robustness of Vision Language Models: a Multimodal Perspective 30 Apr 2024 ellezwq/mmcoa/models/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification 18 Dec 2023 elfenreigen/unichest/models/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
Recursive Visual Programming 4 Dec 2023 para-lost/rvp/base_models/tcl/tcl_tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted no licence file found · pointer only
Contrastive Grouping with Transformer for Referring Image Segmentation 2 Sep 2023 toneyaya/cgformer/bert/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
Set-level Guidance Attack: Boosting Adversarial Transferability of Vision-Language Pre-training Models 26 Jul 2023 Zoky-2020/Set-level_Guidance_Attack/models/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks 7 Jun 2023 x-plug/youku-mplug/models/tokenization_mplug.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark 5 Jun 2023 Shuyu-XJTU/APTM/models/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset 29 May 2023 TXH-mercury/VALOR/model/bert_tokenizer.py da7295883cd7da14 unverified MIT (permissive)
RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search 23 May 2023 Flame-Chasers/RaSa/models/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
MEGA: Multilingual Evaluation of Generative AI 22 Mar 2023 microsoft/Multilingual-Evaluation-of-Generative-AI-MEGA/mega/compile_qa_results.py a5f7f44e35526909 ran · our draft was wrong fingerprinted MIT (permissive)
Dynamic Graph Enhanced Contrastive Learning for Chest X-ray Report Generation 18 Mar 2023 mlii0117/dcl/models/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video 1 Feb 2023 X-PLUG/mPLUG-2/models/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Self-supervised vision-language pretraining for Medical visual question answering 24 Nov 2022 pengfeiliheu/m2i2/models/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study 19 Oct 2022 zjunlp/KnowPrompt/models/bert/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
PPMN: Pixel-Phrase Matching Network for One-Stage Panoptic Narrative Grounding 11 Aug 2022 dzh19990407/ppmn/models/tokenization.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
IDEA: Increasing Text Diversity via Online Multi-Label Recognition for Vision-Language Pre-training 12 Jul 2022 xinyu1205/idea-pytorch/models/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness 27 May 2022 google-research/long-range-arena/lra_benchmarks/matching/build_vocab.py fbeafd410f521a6f unverified Apache-2.0 (permissive)
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models 23 May 2022 thunlp/PEVL/models/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
Open Vocabulary Object Detection with Pseudo Bounding-Box Labels 18 Nov 2021 salesforce/pb-ovd/ALBEF/models/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted BSD-3-Clause (permissive)
Phrase Retrieval Learns Passage Retrieval, Too 16 Sep 2021 princeton-nlp/DensePhrases/densephrases/utils/data_utils.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
WebQA: Multihop and Multimodal QA 1 Sep 2021 shubham-gupta-iitr/mmmlX/pytorch_pretrained_bert/tokenization.py da7295883cd7da14 unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents 10 Aug 2021 clovaai/bros/bros/tokenization_bros.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark 15 Jun 2021 cbluebenchmark/cblue/cblue/models/zen/tokenization.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc Retrieval 20 Apr 2021 Albert-Ma/PROP/pytorch_pretrain_bert/tokenization.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering 15 Apr 2021 clovaai/minimal-rnr-qa/playground/workspace/minimal_rnr/tfserving/bert_tokenizer/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Improving BERT Performance for Aspect-Based Sentiment Analysis 22 Oct 2020 IMPLabUniPr/BERT-for-ABSA/src/tokenization.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Incorporating BERT into Parallel Sequence Decoding with Adapters 13 Oct 2020 lemmonation/abnet/bert/tokenization.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
The Lottery Ticket Hypothesis for Pre-trained BERT Networks 23 Jul 2020 TAMU-VITA/BERT-Tickets/transformers-master/src/transformers/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines 8 Jun 2020 uds-lsv/bert-stable-fine-tuning/src/transformers/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order 24 Apr 2020 identical code first harvested elsewhere cf9ffa02a42184af ran · our draft was wrong fingerprinted licence of this copy not recorded
MPNet: Masked and Permuted Pre-training for Language Understanding 20 Apr 2020 michael-wzhu/mpnet_zh/src/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT recorded; this copy not marked cleared · pointer only
The Right Tool for the Job: Matching Model and Instance Complexities 16 Apr 2020 allenai/sledgehammer/allennlp_overrides/pytorch_pretrained_bert/tokenization.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
MLQA: Evaluating Cross-lingual Extractive Question Answering 16 Oct 2019 facebookresearch/MLQA/mlqa_evaluation_v1.py a5f7f44e35526909 ran · our draft was wrong fingerprinted licence not identified · pointer only
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations 26 Sep 2019 Soikonomou/bert_new/src/model/BERT/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Open Sesame: Getting Inside BERT's Linguistic Knowledge 4 Jun 2019 yongjie-lin/bert-opensesame/pytorch_pretrained_bert/tokenization.py da7295883cd7da14 unverified Apache-2.0 (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 lonePatient/Bert-Multi-Label-Text-Classification/pybert/model/albert/tokenization_bert.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
Convolutional Neural Networks for Sentence Classification 25 Aug 2014 yschoi-nisp/AI-Grand-Challenge-2020/pytorch_pretrained_bert/tokenization.py da7295883cd7da14 unverified MIT (permissive)
arXiv:aaai_32468 airsplay/LXMERT/src/lxrt/tokenization.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:aaai_27969 TianyuGoGO/XPNG/models/tokenization.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
arXiv:2023.emnlp-main.803 yisunlp/Anti-CF/utils/mlqa_evaluate.py a5f7f44e35526909 ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:2021.findings-acl.216 destwang/DCN/transformers/tokenization_dcn.py cf9ffa02a42184af ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
arXiv:2021.emnlp-main.518 hyounghk/NDH-FULL/tasks/NDH_full/tokenization.py cf9ffa02a42184af ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:2021.acl-long.48 PluviophileYU/COSY/XQA/src/mlqa_evaluation_v1.py a5f7f44e35526909 ran · our draft was wrong fingerprinted 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".

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