Home › Code › get_labels

get_labels

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

get_labels appears in the code Syntology harvested for 42 papers, as 37 distinct code bodies found in 42 places (a place is one code body under one paper). At least one of them ran in 18 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 get_labels 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 15 of the 37 distinct code bodies named get_labels; 22 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

3ran · honoured contract
0ran · violated contract
7ran · our draft was wrong
1ran · fixture could not drive it
4ran
22unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 14 of the 42 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

42 papers shown of 42, newest first; 42 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 3 papers added by Syntology; 3 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
Give it Space! Explicit Disentangling of Positional and Semantic Representations in Encoders added by Syntology 2026-05 (from id) LequeuISIR/DSTG-encoder/src/neobert/glue/process.py 76a154c3d4d59e0e ran no licence file found · pointer only
The Impact of Preprocessing Methods on Racial Encoding and Model Robustness in CXR Diagnosis added by Syntology 2026-03 (from id) dishant24/BVM_Chest_X-Ray_Fair_AI/helper/generate_plot.py a05fc4402dc19d9d unverified Apache-2.0 (permissive)
AlertBERT: A noise-robust alert grouping framework for simultaneous cyber attacks added by Syntology 2026-02 (from id) ait-aecid/AlertBERT/preprocess.py 38e560d6805a823f unverified GPL-3.0 (copyleft) · pointer only
CrystalFormer-RL: Reinforcement Fine-Tuning for Materials Design 3 Apr 2025 identical code first harvested elsewhere b0661134b5b6db88 ran · honoured contract licence of this copy not recorded
Text Clustering as Classification with LLMs 30 Sep 2024 ecnu-text-computing/text-clustering-via-llm/evaluate.py eb28d781ace53d99 ran · honoured contract no licence file found · pointer only
Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation 17 Sep 2024 kimdanny/fair-rag/experiment.py d5c9a772055a1683 ran · our draft was wrong no licence file found · pointer only
Potion: Towards Poison Unlearning 13 Jun 2024 if-loops/towards_poison_unlearning/src/datasets.py bf20b453f51520be ran GPL-3.0 (copyleft) · pointer only
What Do Language Models Learn in Context? The Structured Task Hypothesis 6 Jun 2024 eth-lre/llm_icl/src/icl.py 3380f2243c1174b8 ran MIT (permissive)
Less Peaky and More Accurate CTC Forced Alignment by Label Priors 22 Apr 2024 huangruizhe/audio/.github/process_commit.py 57cb0e041c9b422c unverified BSD-2-Clause (permissive)
Space Group Informed Transformer for Crystalline Materials Generation 23 Mar 2024 deepmodeling/crystalformer/crystalformer/cli/classifier.py b0661134b5b6db88 ran · honoured contract Apache-2.0 (permissive)
BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance Segmentation 22 Mar 2024 peoplelu/BSNet/ISBNet/dataset/s3dis/prepare_s3dis.py 8243d5b09b3ae9c1 unverified no licence file found · pointer only
Corrective Machine Unlearning 21 Feb 2024 drimpossible/corrective-unlearning-bench/src/datasets.py bf20b453f51520be ran GPL-3.0 (copyleft) · pointer only
Enhancing Low-Resource Relation Representations through Multi-View Decoupling 26 Dec 2023 Facico/MVRE/generate_k_shot.py 108aa80124e0d67f ran · our draft was wrong no licence file found · pointer only
TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch 27 Oct 2023 pytorch/audio/.github/process_commit.py 57cb0e041c9b422c unverified BSD-2-Clause (permissive)
Specify Robust Causal Representation from Mixed Observations 21 Oct 2023 ymy4323460/cari/dataset/synthetic.py 2f9068c87644a884 ran no licence file found · pointer only
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects 14 Sep 2023 dadelani/sib-200/code/util_textclass.py 9d19c64b6a0c4189 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using Gaussian Processes as Pseudo Labelers 25 Jul 2023 VinAIResearch/GaPro/ISBNet/dataset/s3dis/prepare_s3dis.py 8243d5b09b3ae9c1 unverified BSD-3-Clause (permissive)
Optimizing the Collaboration Structure in Cross-Silo Federated Learning 10 Jun 2023 baowenxuan/fedcollab/src/collab/disc_estimate.py 4a6b89d847b99e18 ran · our draft was wrong no licence file found · pointer only
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy 8 Jun 2023 pliang279/FactorCL/Synthetic/dataset.py b39a9cd5944176a0 unverified MIT (permissive)
End-to-end Differentiable Clustering with Associative Memories 5 Jun 2023 bsaha205/clam/plot_2d_cluster.py 9a42a204358a928e unverified MIT (permissive)
Advancements in Arabic Grammatical Error Detection and Correction: An Empirical Investigation 24 May 2023 CAMeL-Lab/arabic-gec/gec/run_gec.py 4d20815eb1620a67 unverified MIT (permissive)
CodeKGC: Code Language Model for Generative Knowledge Graph Construction 18 Apr 2023 zjunlp/DeepKE/src/deepke/relation_extraction/few_shot/generate_k_shot.py 0858952626966671 unverified MIT (permissive)
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study 19 Oct 2022 zjunlp/KnowPrompt/generate_k_shot.py 108aa80124e0d67f ran · our draft was wrong MIT (permissive)
Domain Adaptation under Open Set Label Shift 26 Jul 2022 acmi-lab/open-set-label-shift/src/data_utils.py 32da59e81223a5d4 unverified Apache-2.0 (permissive)
Analyzing Encoded Concepts in Transformer Language Models 27 Jun 2022 hsajjad/conceptx/auto_labels/Taggers/Chunking/utils_ner.py d39c306c0c99b333 unverified BSD-3-Clause (permissive)
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning 13 Apr 2022 uds-lsv/afro-maft/ClassificationTasks/ner_scripts/ner_utils.py cdfcc953235fc5ca unverified MIT (permissive)
CytoImageNet: A large-scale pretraining dataset for bioimage transfer learning 23 Nov 2021 stan-hua/CytoImageNet/scripts/model_pretraining.py 92b4394bc0094d47 unverified no licence file found · pointer only
Few-NERD: A Few-Shot Named Entity Recognition Dataset 16 May 2021 thunlp/Few-NERD/util/supervised_util.py 9288afdf0d017d87 unverified Apache-2.0 (permissive)
Memorisation versus Generalisation in Pre-trained Language Models 16 Apr 2021 Michael-Tanzer/BERT-mem-lowres/proto_train.py 1fc1b16fc63186b7 ran · fixture could not drive it MIT (permissive)
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing 29 Sep 2020 taoyds/grappa/data_synthesis/generate_augmented_data.py 5ef60f35305dd383 ran · our draft was wrong fingerprinted no licence file found · pointer only
GAMA: a General Automated Machine learning Assistant 9 Jul 2020 jim-schwoebel/allie/features/audio_features/yamnet_features.py 0659761c261891b8 unverified Apache-2.0 (permissive)
Code and Named Entity Recognition in StackOverflow 4 May 2020 taidnguyen/software_entity_recognition/src/model_nll.py 8d492584c2bb879a ran · our draft was wrong Apache-2.0 (permissive)
MAVEN: A Massive General Domain Event Detection Dataset 28 Apr 2020 THU-KEG/MAVEN-dataset/baselines/BERT+CRF/BERT-CRF-MAVEN/utils_maven.py 46bab0d1babecce9 unverified MIT (permissive)
Inexact Tensor Methods with Dynamic Accuracies 2020-02 (from id) doikov/dynamic-accuracies/experimental_tools.py fa6292c3e4ccdb23 unverified MIT (permissive)
LayoutLM: Pre-training of Text and Layout for Document Image Understanding 31 Dec 2019 nunenuh/layoutlm.pytorch/unilm/layoutlm/examples/seq_labeling/run_seq_labeling.py 292d7b1eea96d516 ran · our draft was wrong MIT (permissive)
ArSentD-LEV: A Multi-Topic Corpus for Target-based Sentiment Analysis in Arabic Levantine Tweets 25 May 2019 CAMeL-Lab/CAMeLBERT/token-classification/utils.py 2381a5e005f32b13 unverified MIT (permissive)
The PyTorch-Kaldi Speech Recognition Toolkit 19 Nov 2018 walterheymans/pytorch-kaldi-gan/train_gan.py f5fb92f12ec49482 ran · honoured contract no licence file found · pointer only
Real-time Convolutional Neural Networks for Emotion and Gender Classification 20 Oct 2017 oarriaga/face_classification/src/utils/datasets.py 01103e164586ab01 unverified MIT (permissive)
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF 4 Mar 2016 monologg/korean-ner-pytorch/utils.py 39747eaf4d4dd34c unverified Apache-2.0 (permissive)
arXiv:ijcai2022_0301 ljaiverson/pFL-APPLE/utils/data_loader.py 6f61dafbdfefe589 unverified MIT (permissive)
arXiv:2024.naacl-industry.10 EQTPartners/PTEC/sectors/utils/dataset.py 67ef442215f95761 unverified MIT (permissive)
arXiv:2023.emnlp-main.373 bobotran/spoiler-matching/generate_labels.py 676fa3e1ed855fd8 unverified 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