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convert_to_unicode

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

convert_to_unicode appears in the code Syntology harvested for 40 papers, as 10 distinct code bodies found in 45 places (a place is one code body under one paper). At least one of them ran in 36 of the papers; 1 of the code bodies carries 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 convert_to_unicode 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 1 of the 10 distinct code bodies named convert_to_unicode; 9 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
0ran
9unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 45 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

40 papers shown of 40, newest first; 45 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; 5 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
FEA-SLT: A Gloss-Free End-to-End Framework for Facial-Expression-Aware Sign Language Translation added by Syntology 2026-01 (from id) google-research/bleurt/bleurt/lib/bert_tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
AfriHG: News headline generation for African Languages 28 Dec 2024 dadelani/AfriHG/Multi-Lang-Rouge/tokenizers.py 1923fc05163d207d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
AnyText2: Visual Text Generation and Editing With Customizable Attributes 22 Nov 2024 tyxsspa/anytext2/bert_tokenizer.py 1923fc05163d207d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
AnyText: Multilingual Visual Text Generation And Editing 6 Nov 2023 tyxsspa/anytext/bert_tokenizer.py 1923fc05163d207d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
TLM: Token-Level Masking for Transformers 28 Oct 2023 blcuicall/CCL2022-CLTC/baselines/track2/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted no licence file found · pointer only
Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions, and Simplicity Bias in MLMs 13 Sep 2023 angie-chen55/sudden-drops-in-the-loss/extract_attention_pt.py 1923fc05163d207d ran · our draft was wrong fingerprinted no licence file found · pointer only
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation 24 Mar 2023 frankaging/recogs/utils/cogs_utils.py 1923fc05163d207d ran · our draft was wrong fingerprinted MIT (permissive)
NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization 11 Feb 2023 google-research/bert/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Chinese CLIP: Contrastive Vision-Language Pretraining in Chinese 2 Nov 2022 ofa-sys/chinese-clip/cn_clip/clip/bert_tokenizer.py 1923fc05163d207d ran · our draft was wrong fingerprinted MIT (permissive)
EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training 17 Mar 2022 thu-coai/EVA/src/tokenization_eva.py 1923fc05163d207d ran · our draft was wrong fingerprinted MIT (permissive)
Graph Based Network with Contextualized Representations of Turns in Dialogue 9 Sep 2021 blacknoodle/tucore-gcn/models/BERT/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted MIT (permissive)
MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education 2 Jun 2021 tbs17/MathBERT/mathbert/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted MIT recorded; this copy not marked cleared · pointer only
TUTA: Tree-based Transformers for Generally Structured Table Pre-training 21 Oct 2020 microsoft/TUTA_table_understanding/tuta/tokenizer.py 01922c511206a241 unverified MIT (permissive)
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels 4 Oct 2020 iliaschalkidis/lmtc-eurlex57k/neural_networks/layers/bert_tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval 1 Jul 2020 microsoft/ANCE/model/SEED_Encoder/tokenization_seed_encoder.py e8a98cc72991f258 unverified MIT (permissive)
DocVQA: A Dataset for VQA on Document Images 1 Jul 2020 anisha2102/docvqa/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted MIT (permissive)
Exploring Cross-sentence Contexts for Named Entity Recognition with BERT 2 Jun 2020 jouniluoma/bert-ner-cmv/bert_tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted MIT (permissive)
Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers 24 May 2020 wluper/retrograph/retrograph/modeling/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Named Entity Recognition as Dependency Parsing 14 May 2020 juntaoy/biaffine-ner/extract_bert_features/tokenization.py 1923fc05163d207d 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 huawei-noah/Pretrained-Language-Model/PMLM/interactive_conditional_samples_sincos_acrostic.py 1923fc05163d207d ran · our draft was wrong fingerprinted no licence file found · pointer only
Invariant Rationalization 22 Mar 2020 code-terminator/invariant_rationalization/imdb.py 5049398bdcfb5fa7 unverified MIT (permissive)
Do Multi-hop Readers Dream of Reasoning Chains? 31 Oct 2019 helloeve/bert-co-matching/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Structured Pruning of Large Language Models 10 Oct 2019 Holldean/BERT-Pruning/bert/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations 26 Sep 2019 kpe/bert-for-tf2/bert/tokenization/bert_tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted MIT (permissive)
Well-Read Students Learn Better: On the Importance of Pre-training Compact Models 23 Aug 2019 Arthurizijar/Bert_Airport/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index 13 Jun 2019 uwnlp/denspi/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Deeper Text Understanding for IR with Contextual Neural Language Modeling 22 May 2019 AdeDZY/SIGIR19-BERT-IR/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted BSD-3-Clause (permissive)
ERNIE: Enhanced Representation through Knowledge Integration 19 Apr 2019 lyqcom/emotect/src/reader.py 01f2dd1d4afbd7c9 unverified Apache-2.0 (permissive)
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence 22 Mar 2019 HSLCY/ABSA-BERT-pair/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted MIT (permissive)
BERT for Joint Intent Classification and Slot Filling 28 Feb 2019 mangushev/intent_slot/assistant/functions/intent_slot/preprocessor/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted MIT (permissive)
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers 4 Feb 2019 helloeve/mre-in-one-pass/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
BioBERT: a pre-trained biomedical language representation model for biomedical text mining 25 Jan 2019 dmis-lab/bern/biobert_ner/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted BSD-2-Clause (permissive)
Passage Re-ranking with BERT 13 Jan 2019 nyu-dl/dl4marco-bert/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted BSD-3-Clause (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 1wy/bert/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 IBM/MAX-Question-Answering/core/tokenization.py ef47b227c080ca7a unverified Apache-2.0 (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 MaZhiyuanBUAA/bert-tf1.4.0/tokenization.py 4874ae2953f3aeab unverified Apache-2.0 (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 guoyaohua/BERT-Chinese-Annotation/tokenization.py 0953802ea4dc83a7 unverified Apache-2.0 (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 meizi1114/bert/tokenization.py e2bfbb357751d986 unverified Apache-2.0 (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 tyxr/bert/tokenization.py 595d45bc07678f87 unverified Apache-2.0 (permissive)
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation 26 Sep 2016 microsoft/BlingFire/ldbsrc/bert_base_tok/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:aaai_17659 frankaging/Quasi-Attention-ABSA/code/util/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:2025.findings-emnlp.1385 bowen-upenn/ControlText/bert_tokenizer.py 1923fc05163d207d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
arXiv:2024.findings-acl.532 kamigaito/SLAHAN/bert/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:2024.findings-acl.148 HillZhang1999/MuCGEC/models/seq2edit-based-CGEC/tokenization.py 1923fc05163d207d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
arXiv:2022.acl-long.56 juntaoy/dali-bridging/extract_bert_features/tokenization.py 1923fc05163d207d 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".

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