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BertConfig

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

BertConfig appears in the code Syntology harvested for 14 papers, as 23 distinct code bodies found in 23 places (a place is one code body under one paper). At least one of them ran in 11 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 BertConfig 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 18 of the 23 distinct code bodies named BertConfig; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
18ran
5unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 10 of the 23 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

14 papers shown of 14, newest first; 23 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. 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
Rethinking Drug-Drug Interaction Modeling as Generalizable Relation Learning added by Syntology 2026-01 (from id) SZU-ADDG/GenRel-DDI/model.py 3fd5731ffbaa0c66 unverified no licence file found · pointer only
DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining 20 May 2023 litesslhub/disco/src/model.py 8a0ead5ea99529e1 unverified no licence file found · pointer only
Advancing Radiograph Representation Learning with Masked Record Modeling 30 Jan 2023 rl4m/mrm-pytorch/model_mrm.py 9829b3690392ef17 ran MIT (permissive)
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings 27 Oct 2022 AlibabaResearch/DAMO-ConvAI/dial2vec/modeling_bert.py e64c9e8361c93aaa ran MIT (permissive)
Cross-Lingual Abstractive Summarization with Limited Parallel Resources 28 May 2021 WoodenWhite/MCLAS/src/models/model_builder.py 3b1c36eea2104045 ran MIT (permissive)
e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks 8 May 2021 maximek3/e-ViL/src/modeling.py 0521d08772217a27 ran · metamorphic tier: deterministic no licence file found · pointer only
SimCSE: Simple Contrastive Learning of Sentence Embeddings 18 Apr 2021 jeongukjae/KR-BERT-SimCSE/model.py d286e6c33947de1a ran MIT (permissive)
Learning to Augment for Data-Scarce Domain BERT Knowledge Distillation 20 Jan 2021 huawei-noah/Pretrained-Language-Model/AutoTinyBERT/transformer/modeling_super_kd.py 92bb80eba426ec5f unverified no licence file found · pointer only
Towards Interpretable Natural Language Understanding with Explanations as Latent Variables 24 Oct 2020 JamesHujy/ELV/ELV_re/s2s_ft/modeling_decoding.py cfcccfa363b0d97d ran MIT (permissive)
VD-BERT: A Unified Vision and Dialog Transformer with BERT 28 Apr 2020 salesforce/VD-BERT/pytorch_pretrained_bert/modeling.py 270c717db63a62be ran MIT (permissive)
LXMERT: Learning Cross-Modality Encoder Representations from Transformers 20 Aug 2019 ghazaleh-mahmoodi/lxmert_compression/lxmert/src/lxrt/modeling.py 5324d31f8ea9ca59 ran · metamorphic tier: deterministic MIT (permissive)
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks 6 Aug 2019 jiasenlu/vilbert_beta/vilbert/vilbert.py f1288247bde85379 ran no licence file found · pointer only
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 cedrickchee/pytorch-pretrained-BERT/pytorch_pretrained_bert/modeling.py 96be08a7a7030f60 ran · metamorphic tier: deterministic Apache-2.0 (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 derronxu/sparsebert/SparseBERT/main_functions/transformer/modeling.py 8a8e46e7b74bcec6 ran · metamorphic tier: deterministic no licence file found · pointer only
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 lonePatient/ERNIE-text-classification-pytorch/pyernie/model/ernie/modeling.py 4c8dd71a74ae58f4 ran · metamorphic tier: deterministic no licence file found · pointer only
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 wyf-python/Bert-Pytorch-TextClassification/pytorch_pretrained/modeling.py 2f1e6f999036c38d ran · metamorphic tier: deterministic no licence file found · pointer only
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 mkavim/finetune_bert/finetune/modeling_bert.py aac15b5f40a6b617 ran · metamorphic tier: deterministic Apache-2.0 (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 EuphoriaYan/bert_component/layers/bert_basic_model.py 0f2b876d0df17a8b ran · metamorphic tier: deterministic Apache-2.0 (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 Impavidity/relogic/relogic/logickit/inference/modeling.py 63b06d1b6c72a14c ran · metamorphic tier: deterministic MIT (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 cybertronai/megatron-lm/model/modeling.py afc98bcdd9563e99 ran licence not identified · pointer only
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 KnightZhang625/BERT_TF/model_official.py 3d815ae093b291de unverified Apache-2.0 (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 maknotavailable/pytorch-pretrained-bert/pytorch_pretrained_bert/modeling.py 740f60e01d11ace6 unverified Apache-2.0 (permissive)
Attention Is All You Need 12 Jun 2017 hiun/learning-transformers/modeling_bert.py b50b37e6b22472ce ran no licence file found · pointer only

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