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sequence_mask

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

sequence_mask appears in the code Syntology harvested for 55 papers, as 38 distinct code bodies found in 59 places (a place is one code body under one paper). At least one of them ran in 29 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 sequence_mask 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 17 of the 38 distinct code bodies named sequence_mask; 21 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
10ran · our draft was wrong
1ran · fixture could not drive it
5ran
21unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 21 of the 59 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

55 papers shown of 55, newest first; 59 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; 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
Video-based Music Generation added by Syntology 2026-02 (from id) serkansulun/midi-emotion/src/models/music_continuous_token.py cfe964d3e7be6c9d ran · our draft was wrong licence not identified · pointer only
Electron flow matching for generative reaction mechanism prediction obeying conservation laws 18 Feb 2025 FongMunHong/FlowER/utils/attn_utils.py 034e5b1de6cfd0af unverified MIT (permissive)
FLowHigh: Towards Efficient and High-Quality Audio Super-Resolution with Single-Step Flow Matching 9 Jan 2025 jjunak-yun/FLowHigh_code/utils.py 71ed8b8d6ed2bf01 unverified MIT (permissive)
FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs 4 Jul 2024 FunAudioLLM/SenseVoice/model.py 8c9161f8d6f989d3 ran MIT (permissive)
Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention 4 Apr 2024 applied-machine-learning-lab/dt4ier/GPT_model_accuracy.py 679f1190874eb427 ran no licence file found · pointer only
Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention 4 Apr 2024 applied-machine-learning-lab/dt4ier/baseline.py 1fa9d9be43970ce8 ran no licence file found · pointer only
Deep Generative Symbolic Regression 30 Dec 2023 samholt/deepgenerativesymbolicregression/models/controllers.py 08ac1bc288e20cda ran no licence file found · pointer only
Event-Based Contrastive Learning for Medical Time Series 16 Dec 2023 mit-ccrg/ebcl/src/model/ebcl_model.py edd8dd6147b4ded8 ran · our draft was wrong MIT (permissive)
Expression Syntax Information Bottleneck for Math Word Problems 24 Oct 2023 menik1126/math_esib/src/masked_cross_entropy_divide_vae.py 9baf842247a67ee0 ran no licence file found · pointer only
Fewer-token Neural Speech Codec with Time-invariant Codes 2023-10 (from id) y-ren16/ticodec/academicodec/models/ticodec/speakenc.py 88bf809d1bc9db4c ran · our draft was wrong no licence file found · pointer only
Simple and Controllable Music Generation 8 Jun 2023 theodorblackbird/lina-speech/model/lina.py 7286741cac3a2cab ran · our draft was wrong licence not identified · pointer only
CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model 11 May 2023 zhenye234/CoMoSpeech/model/utils.py 71ed8b8d6ed2bf01 unverified MIT (permissive)
Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs 3 May 2023 fengbinzhu/doc2soargraph/etr/model/tree_model.py aa9d285348e69a1a unverified MIT (permissive)
ERNIE 3.0 Tiny: Frustratingly Simple Method to Improve Task-Agnostic Distillation Generalization 9 Jan 2023 PaddlePaddle/PaddleNLP/paddlenlp/layers/sequence.py 6db7f5c4fd955cff unverified Apache-2.0 (permissive)
A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling 2 Dec 2022 guozixunnicolas/fundamentalmusicembedding/model/layers.py 88bf809d1bc9db4c ran · our draft was wrong no licence file found · pointer only
Language Model Pre-Training with Sparse Latent Typing 23 Oct 2022 renll/sparselt/evaluations/supervised-ie/model.py f9379a80bc4cfd5a ran · our draft was wrong Apache-2.0 (permissive)
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem 21 Oct 2022 zwq2018/multi-view-consistency-for-mwp/src/model/tree_decoder.py e966aac70ae27f8f unverified MIT (permissive)
Can we use Common Voice to train a Multi-Speaker TTS system? 12 Oct 2022 ogunlao/glowtts_stdp/modules/glow_tts_modules/glow_tts_submodules.py a41c0f5898c9a01f unverified Apache-2.0 (permissive)
TAGPRIME: A Unified Framework for Relational Structure Extraction 25 May 2022 PlusLabNLP/TagPrime/src/model.py f9379a80bc4cfd5a ran · our draft was wrong no licence file found · pointer only
SyntaSpeech: Syntax-Aware Generative Adversarial Text-to-Speech 2022-04 (from id) yerfor/syntaspeech/modules/commons/rel_transformer.py 88bf809d1bc9db4c ran · our draft was wrong MIT (permissive)
SyntaSpeech: Syntax-Aware Generative Adversarial Text-to-Speech 2022-04 (from id) yerfor/syntaspeech/modules/tts/syntaspeech/syntactic_graph_encoder.py f1be57b0c4a03d07 unverified MIT (permissive)
PortaSpeech: Portable and High-Quality Generative Text-to-Speech 30 Sep 2021 natspeech/natspeech/modules/commons/rel_transformer.py 88bf809d1bc9db4c ran · our draft was wrong MIT (permissive)
Diffusion-Based Voice Conversion with Fast Maximum Likelihood Sampling Scheme 28 Sep 2021 trinhtuanvubk/diff-vc/model/utils.py 71ed8b8d6ed2bf01 unverified MIT recorded; this copy not marked cleared · pointer only
MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers 2 Sep 2021 lyh-yf/mwptoolkit/mwptoolkit/loss/masked_cross_entropy_loss.py 9baf842247a67ee0 ran MIT (permissive)
CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds 31 Aug 2021 erictuanle/cpfn/SPFN/losses_implementation.py 07acd8eda50af5b4 ran · our draft was wrong no licence file found · pointer only
Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech 2021-06 (from id) identical code first harvested elsewhere 88bf809d1bc9db4c ran · our draft was wrong licence of this copy not recorded
AUGNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation 10 Jun 2021 XinnuoXu/AugNLG/Classifier/models/neural.py 94671955165a864c ran · our draft was wrong no licence file found · pointer only
ByT5: Towards a token-free future with pre-trained byte-to-byte models 28 May 2021 yoreG123/Paddle-ByT5/byt5/paddlenlp/layers/sequence.py c5e1f47618c8fdaa unverified MIT (permissive)
Semantic Representation for Dialogue Modeling 21 May 2021 muyeby/AMR-Dialogue/DialogRG/sublayer.py 034e5b1de6cfd0af unverified MIT (permissive)
Semantic Representation for Dialogue Modeling 21 May 2021 muyeby/AMR-Dialogue/DialogRG/Transformer.py 2d75140ec35494c7 unverified MIT (permissive)
Q-learning with Language Model for Edit-based Unsupervised Summarization 9 Oct 2020 cbaziotis/seq3/models/seq3_losses.py 588c48c10ab1ad04 ran · our draft was wrong no licence file found · pointer only
MIME: MIMicking Emotions for Empathetic Response Generation 4 Oct 2020 declare-lab/MIME/utils/beam_omt_mimic_model1.py 414d6410e1b754b0 unverified MIT (permissive)
Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation 9 Jun 2020 ranqiu92/RecoverSAT/recoversat.py 1c106a6e83b6ce65 ran · fixture could not drive it no licence file found · pointer only
FastSpeech 2: Fast and High-Quality End-to-End Text to Speech 8 Jun 2020 shivammehta25/BetterFastSpeech2/fs2/utils/model.py 88bf809d1bc9db4c ran · our draft was wrong MIT (permissive)
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue 15 Apr 2020 jasonwu0731/ToD-BERT/utils/loss_function/masked_cross_entropy.py 45176015bba52028 unverified BSD-2-Clause recorded; this copy not marked cleared · pointer only
Generating Narrative Text in a Switching Dynamical System 8 Apr 2020 StonyBrookNLP/SLDS-Stories/EncDec.py 639a7a37520aaba6 unverified MIT (permissive)
Variational Transformers for Diverse Response Generation 28 Mar 2020 zlinao/Variational-Transformer/utils/beam_cvae.py 414d6410e1b754b0 unverified MIT (permissive)
Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning 1 Mar 2020 cshizhe/hgr_v2t/framework/ops.py 0bf5bc386a43bacf unverified MIT (permissive)
MoEL: Mixture of Empathetic Listeners 21 Aug 2019 HLTCHKUST/MoEL/utils/beam_omt.py 414d6410e1b754b0 unverified MIT (permissive)
Data-to-text Generation with Entity Modeling 7 Jun 2019 ratishsp/data2text-entity-py/onmt/Utils.py 94671955165a864c ran · our draft was wrong MIT (permissive)
Hierarchical Transformers for Multi-Document Summarization 30 May 2019 nlpyang/hiersumm/src/abstractive/neural.py 94671955165a864c ran · our draft was wrong Apache-2.0 (permissive)
Personalizing Dialogue Agents via Meta-Learning 24 May 2019 HLTCHKUST/PAML/utils/beam_omt.py 414d6410e1b754b0 unverified MIT (permissive)
PDP: A General Neural Framework for Learning Constraint Satisfaction Solvers 5 Mar 2019 negotiatorvivian/PDP-SP/src/pdp/nn/attention.py a4e81f0f0be4c23d unverified MIT recorded; this copy not marked cleared · pointer only
Fake News Detection on Social Media using Geometric Deep Learning 10 Feb 2019 npurg/faknow/faknow/model/layers/transformer.py 62c7cc7bf1f04934 unverified MIT (permissive)
Global-to-local Memory Pointer Networks for Task-Oriented Dialogue 15 Jan 2019 scoyer/fg2seq/utils/masked_cross_entropy.py 45176015bba52028 unverified MIT (permissive)
Global-to-local Memory Pointer Networks for Task-Oriented Dialogue 15 Jan 2019 scoyer/fg2seq/utils/utils_general.py 0f2697a45991dfde unverified MIT (permissive)
Improving Automatic Source Code Summarization via Deep Reinforcement Learning 17 Nov 2018 mf1832146/tree-transformer/tree_transformer.py c85046b5d3a3729d ran · honoured contract fingerprinted no licence file found · pointer only
Progressive Memory Banks for Incremental Domain Adaptation 1 Nov 2018 nabihach/IDA/utils.py bc888e22af810165 unverified Apache-2.0 (permissive)
Deep Graph Convolutional Encoders for Structured Data to Text Generation 23 Oct 2018 diegma/graph-2-text/onmt/Utils.py 94671955165a864c ran · our draft was wrong MIT (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 sberbank-ai/ner-bert/modules/layers/crf.py fbfd610e4235afd9 unverified MIT (permissive)
Mapping Language to Code in Programmatic Context 29 Aug 2018 sriniiyer/concode/GlobalAttention.py 94671955165a864c ran · our draft was wrong MIT (permissive)
Manifold Mixup: Better Representations by Interpolating Hidden States 13 Jun 2018 chris-tng/semi-supervised-nlp/utils.py 03cd52fe92d44a32 unverified MIT (permissive)
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems 23 Apr 2018 HLTCHKUST/Mem2Seq/utils/masked_cross_entropy.py 45176015bba52028 unverified MIT (permissive)
Neural Combinatorial Optimization with Reinforcement Learning 29 Nov 2016 JoseVillagranE/Pointer-Networks/pointer_network.py 0c43e7290e581e42 ran · our draft was wrong no licence file found · pointer only
Pointer Networks 9 Jun 2015 identical code first harvested elsewhere 0c43e7290e581e42 ran · our draft was wrong licence of this copy not recorded
Neural Machine Translation by Jointly Learning to Align and Translate 1 Sep 2014 YvesWang/Machine_Translation_NLP/AttentionRNN/Multilayers_Decoder.py 149c4508c7494e2a ran · our draft was wrong fingerprinted no licence file found · pointer only
arXiv:2025.naacl-long.61 vonfeng/DPLink/codes/GlobalAttention.py 052a10d025186137 unverified MIT (permissive)
arXiv:2024.findings-acl.760 ej0cl6/TextEE/TextEE/models/AMRIE/E2Emodel.py f9379a80bc4cfd5a ran · our draft was wrong Apache-2.0 (permissive)
arXiv:136960462 levymsn/CQA-CRCT/CRCT/backbone/encoder_decorator.py fefc09b926e59cdf 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