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gelu

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

gelu appears in the code Syntology harvested for 308 papers, as 114 distinct code bodies found in 367 places (a place is one code body under one paper). At least one of them ran in 265 of the papers; 70 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 gelu 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 74 of the 114 distinct code bodies named gelu; 40 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

42ran · honoured contract
0ran · violated contract
14ran · our draft was wrong
5ran · fixture could not drive it
13ran
40unverified
70fingerprinted

Licence is a property of each copy, so it is counted per place: 97 of the 367 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

100 papers shown of 308 (newest first; the JSON twin carries all 367 places); 110 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 18 papers added by Syntology; 31 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
TAME: Temporal-Aware Mixture-of-Experts for Text-Video Retrieval added by Syntology 2026-09 (from id) sejong-rcv/TAME/modules/until_module.py 40e9fee2e0b7e278 ran · honoured contract fingerprinted no licence file found · pointer only
Different Changes Require Different Reasoning: Change-Type-Specialized Experts for Robust Change Captioning added by Syntology 2026-09 (from id) VisualAIKHU/MEDIC/models/CCR_expert.py a3abf3fe697fabd0 ran · honoured contract fingerprinted no licence file found · pointer only
When Machines Speak: A Unified Generative Framework for Integrating Machine-Native Symbols into Pretrained Large Language Models added by Syntology 2026-08 (from id) RUCAIBox/CIKM2020-S3Rec/modules.py fbd63a1fd03f517c ran fingerprinted no licence file found · pointer only
Contextualizing Biological Language Models across Modalities via Logit-Space Contrastive Alignment added by Syntology 2026-06 (from id) facebookresearch/esm/esm/modules.py 2e7bd6c4ccd1ed68 ran fingerprinted MIT (permissive)
Deep Learning for Protein Complex Prediction and Design by added by Syntology 2026-05 (from id) zw2x/glinter/glinter/esm_embed/modules.py 2e7bd6c4ccd1ed68 ran fingerprinted no licence file found · pointer only
APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation added by Syntology 2026-04 (from id) EnlightenedAI/APPSI-139/Infer/pytorch_pretrained/modeling.py fdc64f4c72036ae4 ran · honoured contract fingerprinted no licence file found · pointer only
ID and Graph View Contrastive Learning with Multi-View Attention Fusion for Sequential Recommendation added by Syntology 2026-04 (from id) sword-Lz/MMCrec/src/models/sequential/MMCrec.py eb13ab048d49bf28 ran · honoured contract fingerprinted no licence file found · pointer only
Darkness Visible: Reading the Exception Handler of a Language Model added by Syntology 2026-04 (from id) pbalogh/transparent-gpt2/src/null_model_controls.py d8a18b42531fafae unverified no licence file found · pointer only
Relational graph-driven differential denoising and diffusion attention fusion for multimodal conversation emotion recognition added by Syntology 2026-03 (from id) liuying2023912/ReDiFu/model.py 52548f442af51038 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Imagine How To Change: Explicit Procedure Modeling for Change Captioning added by Syntology 2026-03 (from id) BlueberryOreo/ProCap/src/rtransformer/model.py 69e3a274f98c15af ran · honoured contract fingerprinted MIT (permissive)
Scaling Open Discrete Audio Foundation Models with Interleaved Semantic, Acoustic, and Text Tokens added by Syntology 2026-02 (from id) BytedanceSpeech/seed-tts-eval/thirdparty/UniSpeech/WavLM/modules.py f30ebf4e48b7e2d7 ran · our draft was wrong fingerprinted no licence file found · pointer only
ZeroSyl: Simple Zero-Resource Syllable Tokenization for Spoken Language Modeling added by Syntology 2026-02 (from id) nicolvisser/ZeroSyl/zerosyl/zerosyl.py f30ebf4e48b7e2d7 ran · our draft was wrong fingerprinted MIT (permissive)
Video-based Music Generation added by Syntology 2026-02 (from id) serkansulun/video-emotion/src/beats/modules.py f30ebf4e48b7e2d7 ran · our draft was wrong fingerprinted no licence file found · pointer only
DFKI-Speech System for WildSpoof Challenge: A robust framework for SASV In-the-Wild added by Syntology 2026-02 (from id) IDRnD/redimnet/redimnet/layers/attention.py 88607e3bd7f9b5be unverified MIT (permissive)
Selecting Language Models for Social Science: Start Small, Start Open, and Validate Preprint XX(X):1-22 ©The Author(s) 2026 added by Syntology 2026-01 (from id) openai/gpt-2/src/model.py 876d63d7567762a1 unverified licence not identified · pointer only
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/modeling.py 51d3bc0cfa6415a3 unverified Apache-2.0 (permissive)
Joint Geometry-Appearance Human Reconstruction in a Unified Latent Space via Bridge Diffusion added by Syntology 2026-01 (from id) haiantyz/JGA-LBD/JGA-LBD/DDBM/ddbm/unet3d.py f51cf2cbd3e598d8 ran · our draft was wrong fingerprinted no licence file found · pointer only
LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition added by Syntology 2025-09 (from id) thuiar/LGSRR/backbones/SubNets/FeatureNets.py 50e1ffed03f484ec ran · honoured contract fingerprinted MIT (permissive)
arXiv:2507.02843 2025-07 (from id) rpryzant/causal-bert-pytorch/CausalBert.py 3b96e7aecc63b5f0 unverified no licence file found · pointer only
Enhancing Goal-oriented Proactive Dialogue Systems via Consistency Reflection and Correction 16 Jun 2025 identical code first harvested elsewhere 8d23fbe2b99b840b ran · our draft was wrong fingerprinted licence of this copy not recorded
PRVQL: Progressive Knowledge-guided Refinement for Robust Egocentric Visual Query Localization 11 Feb 2025 fb-reps/PRVQL/bert_model/bert_module.py 69e3a274f98c15af ran · honoured contract fingerprinted MIT (permissive)
Gramian Multimodal Representation Learning and Alignment 16 Dec 2024 ispamm/GRAM/model/general_module.py fdc64f4c72036ae4 ran · honoured contract fingerprinted MIT (permissive)
MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering 30 Oct 2024 PharMolix/MutaPLM/model/modeling_esm.py d59e1fd0eedc33c3 unverified no licence file found · pointer only
UGotMe: An Embodied System for Affective Human-Robot Interaction 2024-10 (from id) lipzh5/amecavle/models/modules/transformer.py 40c1552a4336406a unverified no licence file found · pointer only
Anonymising Elderly and Pathological Speech: Voice Conversion Using DDSP and Query-by-Example 20 Oct 2024 suhitaghosh10/ddsp-qbe/wavlm/modules.py f30ebf4e48b7e2d7 ran · our draft was wrong fingerprinted no licence file found · pointer only
FlipAttack: Jailbreak LLMs via Flipping 2 Oct 2024 yueliu1999/elcrec/src/modules.py 56a9ab06b860b180 ran · honoured contract fingerprinted MIT (permissive)
Generative Modeling of Molecular Dynamics Trajectories 26 Sep 2024 bjing2016/mdgen/mdgen/model/layers.py 595e8ad97db860f3 ran fingerprinted MIT (permissive)
ProteinGPT: Multimodal LLM for Protein Property Prediction and Structure Understanding 21 Aug 2024 ProteinGPT/ProteinGPT/src/esm/modules.py 2e7bd6c4ccd1ed68 ran fingerprinted MIT (permissive)
NavGPT-2: Unleashing Navigational Reasoning Capability for Large Vision-Language Models 17 Jul 2024 GengzeZhou/NavGPT-2/map_nav_src/models/NavGPT_model.py fdc64f4c72036ae4 ran · honoured contract fingerprinted MIT (permissive)
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking 5 Jul 2024 xingrun-xing/spikelm/spikeLM-BERT/spike_bert.py 067fa79dc5c16d05 ran · our draft was wrong fingerprinted no licence file found · pointer only
Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation 24 Jun 2024 yyyyychen/lowmemorybp/search_act/sa_search.py 7fcedfc60ac103d5 ran · honoured contract fingerprinted MIT (permissive)
Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation 24 Jun 2024 yyyyychen/LowMemoryBP/search_act/plot_results.py 92d332f9f6d8d916 ran fingerprinted MIT (permissive)
Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation 24 Jun 2024 yyyyychen/LowMemoryBP/search_act/sa_search.py 55935d62b8500881 unverified MIT (permissive)
ESCoT: Towards Interpretable Emotional Support Dialogue Systems 16 Jun 2024 thu-coai/Emotional-Support-Conversation/codes/src/transformers/activations_tf.py 4158ac7257c02b11 ran fingerprinted licence not identified · pointer only
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models 14 Jun 2024 terry-r123/rnabenchmark/model/rnalm/modeling_rnalm.py 82a647d4d28fc62b ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms 5 Jun 2024 openai/summarize-from-feedback/summarize_from_feedback/models/ops.py 8d23fbe2b99b840b ran · our draft was wrong fingerprinted no licence file found · pointer only
MASA: Motion-aware Masked Autoencoder with Semantic Alignment for Sign Language Recognition 31 May 2024 sakura2233565548/masa/moco/GCN_Transformer_mask.py 6f324d970195cc1d ran · honoured contract fingerprinted no licence file found · pointer only
RepEval: Effective Text Evaluation with LLM Representation 30 Apr 2024 shikib/usr/transformers/modeling_gpt2.py 8d23fbe2b99b840b ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
RepEval: Effective Text Evaluation with LLM Representation 30 Apr 2024 shikib/usr/transformers/modeling_bert.py 211753ba29188d4e ran · honoured contract fingerprinted Apache-2.0 (permissive)
RepEval: Effective Text Evaluation with LLM Representation 30 Apr 2024 shikib/usr/transformers/modeling_distilbert.py 69c6d14de8190cfb ran fingerprinted Apache-2.0 (permissive)
FairGT: A Fairness-aware Graph Transformer 26 Apr 2024 yushuowiki/fairgt/model.py be4a5b4fd2623b72 ran · honoured contract fingerprinted no licence file found · pointer only
Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations 24 Apr 2024 ML-GSAI/BFN-Solver/networks/transformer.py b17ebf2b2ef1cb60 ran fingerprinted no licence file found · pointer only
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models 11 Apr 2024 google-deepmind/recurrentgemma/recurrentgemma/torch/modules.py dd656979e56353bf ran fingerprinted Apache-2.0 (permissive)
Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation 3 Apr 2024 shashankhuang/reclmis/nets/until_module.py 50e1ffed03f484ec ran · honoured contract fingerprinted no licence file found · pointer only
Denoising Monte Carlo Renders with Diffusion Models 30 Mar 2024 vibe007/Denoising_MC_Renders_Diffusion/deepfloyd_if/model/nn.py f51cf2cbd3e598d8 ran · our draft was wrong fingerprinted no licence file found · pointer only
VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections 24 Mar 2024 dongqifu/vcr-graphormer/model.py be4a5b4fd2623b72 ran · honoured contract fingerprinted no licence file found · pointer only
GTC: GNN-Transformer Co-contrastive Learning for Self-supervised Heterogeneous Graph Representation 22 Mar 2024 phd-lanyu/gtc/code/module/transformer_model.py be4a5b4fd2623b72 ran · honoured contract fingerprinted no licence file found · pointer only
Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models 19 Mar 2024 dengyang17/USDA/usda-clu/transformer.py 8d23fbe2b99b840b ran · our draft was wrong fingerprinted no licence file found · pointer only
NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning 12 Mar 2024 expectorlin/navcot/finetune_src/models/vilmodel_cmt.py fdc64f4c72036ae4 ran · honoured contract fingerprinted no licence file found · pointer only
The pitfalls of next-token prediction 11 Mar 2024 gregorbachmann/next-token-failures/models/lib.py 272ef5f104a11d59 ran fingerprinted no licence file found · pointer only
Particle Denoising Diffusion Sampler 9 Feb 2024 angusphillips/particle_denoising_diffusion_sampler/pdds/nn_models/mlp.py cfe15be8aba147f4 ran fingerprinted no licence file found · pointer only
Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models 4 Feb 2024 identical code first harvested elsewhere 8d23fbe2b99b840b ran · our draft was wrong fingerprinted licence of this copy not recorded
Contextualization Distillation from Large Language Model for Knowledge Graph Completion 28 Jan 2024 David-Li0406/Contextulization-Distillation/kg-bert/model_distillation.py fdc64f4c72036ae4 ran · honoured contract fingerprinted no licence file found · pointer only
Generative Dense Retrieval: Memory Can Be a Burden 19 Jan 2024 ypw0102/gdr/GDR_model/transformers/activations_tf.py 14a1c81ea568d152 ran fingerprinted no licence file found · pointer only
Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations 12 Jan 2024 ll0ruc/Ada-Retrieval/src/model/sequential/fmlprec.py eb13ab048d49bf28 ran · honoured contract fingerprinted no licence file found · pointer only
SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC 1 Jan 2024 identical code first harvested elsewhere fdc64f4c72036ae4 ran · honoured contract fingerprinted licence of this copy not recorded
WebVLN: Vision-and-Language Navigation on Websites 25 Dec 2023 webvln/webvln/r2r_src/vlnbert/vlnbert_PREVALENT.py fdc64f4c72036ae4 ran · honoured contract fingerprinted no licence file found · pointer only
Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery 14 Dec 2023 lilujunai/auto-prox-aaai24/pycls/models/auto/autoformer_subnet.py 08a5be1ffa0676e3 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Towards Learning a Generalist Model for Embodied Navigation 4 Dec 2023 zd11024/NaviLLM/models/vln_bert.py c2f0705ed8e6f7e6 ran · honoured contract fingerprinted MIT (permissive)
APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation 6 Nov 2023 graph-team/apgl4sr/src/modules.py fbd63a1fd03f517c ran fingerprinted no licence file found · pointer only
DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models 31 Oct 2023 flamewei123/DEPN/src/custom_bert.py 56a9ab06b860b180 ran · honoured contract fingerprinted no licence file found · pointer only
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications 21 Oct 2023 applied-machine-learning-lab/moelora-peft/resources/modeling_chatglm.py 43c9688838aff8b2 ran MIT (permissive)
MCUFormer: Deploying Vision Transformers on Microcontrollers with Limited Memory 25 Oct 2023 liangyn22/mcuformer/model/supernet_transformer.py 08a5be1ffa0676e3 ran · honoured contract fingerprinted no licence file found · pointer only
WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom 25 Oct 2023 HKBUNLP/WSDMS-EMNLP2023/bert_model.py fdc64f4c72036ae4 ran · honoured contract fingerprinted no licence file found · pointer only
Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation 22 Oct 2023 qinhsiu/icsrec/src/modules.py fbd63a1fd03f517c ran fingerprinted MIT (permissive)
To Copy, or not to Copy; That is a Critical Issue of the Output Softmax Layer in Neural Sequential Recommenders 21 Oct 2023 iesl/softmax_cpr_recommend/recbole/model/sequential_recommender/sasrec.py d9dcfb510a5e2690 ran · our draft was wrong fingerprinted MIT (permissive)
The Locality and Symmetry of Positional Encodings 19 Oct 2023 tigerchen52/locality_symmetry/experiments/model/attenuated.py 62e7409a816626ac ran · honoured contract fingerprinted CC0-1.0 (permissive)
Cross-modal Cognitive Consensus guided Audio-Visual Segmentation 10 Oct 2023 zhaofengshi/avs-c3n/C3N_beats/avs_scripts/avs_ms3/beats/modules.py f30ebf4e48b7e2d7 ran · our draft was wrong fingerprinted no licence file found · pointer only
Kandinsky: an Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion 5 Oct 2023 deep-floyd/IF/deepfloyd_if/model/nn.py f51cf2cbd3e598d8 ran · our draft was wrong fingerprinted no licence file found · pointer only
NOLA: Compressing LoRA using Linear Combination of Random Basis 4 Oct 2023 UCDvision/NOLA/gpt/examples/NLG/src/model_nola.py 8d23fbe2b99b840b ran · our draft was wrong fingerprinted MIT (permissive)
Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution 24 Sep 2023 MTandHJ/SEvo/STOSA/modules.py e4b72241dc704f7f ran fingerprinted MIT (permissive)
Improving Audio Captioning Models with Fine-grained Audio Features, Text Embedding Supervision, and LLM Mix-up Augmentation 2023-09 (from id) slseanwu/beats-conformer-bart-audio-captioner/model/modules.py f30ebf4e48b7e2d7 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval 29 Sep 2023 leolee99/PAU/modules/until_module.py 50e1ffed03f484ec ran · honoured contract fingerprinted MIT (permissive)
Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation 28 Sep 2023 guyyariv/TempoTokens/modules/beats/modules.py f30ebf4e48b7e2d7 ran · our draft was wrong fingerprinted MIT (permissive)
Learning to Predict Concept Ordering for Common Sense Generation 12 Sep 2023 tianhuizhang/concept_ordering/bert-gen/s2s_ft/modeling_decoding.py 40e9fee2e0b7e278 ran · honoured contract fingerprinted no licence file found · pointer only
Beyond One-to-One: Rethinking the Referring Image Segmentation 26 Aug 2023 toggle1995/RIS-DMMI/bert/modeling.py d08f324f950148de ran · honoured contract fingerprinted no licence file found · pointer only
SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation 21 Aug 2023 neurocomplab-psu/spikingbert/transformer/modeling.py fdc64f4c72036ae4 ran · honoured contract fingerprinted no licence file found · pointer only
Bayesian Flow Networks 14 Aug 2023 nnaisense/bayesian-flow-networks/networks/transformer.py b17ebf2b2ef1cb60 ran fingerprinted Apache-2.0 (permissive)
AdvCLIP: Downstream-agnostic Adversarial Examples in Multimodal Contrastive Learning 14 Aug 2023 cgcl-codes/advclip/utils/model.py c2f0705ed8e6f7e6 ran · honoured contract fingerprinted MIT (permissive)
Bird's-Eye-View Scene Graph for Vision-Language Navigation 9 Aug 2023 defaultrui/bev-scene-graph/bsg_vln/map_nav_src/models/vilmodel_bev.py fdc64f4c72036ae4 ran · honoured contract fingerprinted no licence file found · pointer only
FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios 25 Jul 2023 freedomintelligence/sdak/code/src/modeling_chatglm_med.py 43c9688838aff8b2 ran Apache-2.0 (permissive)
Learning Vision-and-Language Navigation from YouTube Videos 22 Jul 2023 jeremylinky/youtube-vln/vilbert/vilbert.py fdc64f4c72036ae4 ran · honoured contract fingerprinted MIT (permissive)
SALSA VERDE: a machine learning attack on Learning With Errors with sparse small secrets 2023-06 (from id) facebookresearch/verde/src/train/model/transformer.py f6ed858344bb92c7 ran · our draft was wrong fingerprinted licence not identified · pointer only
VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset 29 May 2023 TXH-mercury/VALOR/model/transformer.py fdc64f4c72036ae4 ran · honoured contract fingerprinted MIT (permissive)
VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset 29 May 2023 TXH-mercury/VALOR/model/bert.py 40e9fee2e0b7e278 ran · honoured contract fingerprinted MIT (permissive)
NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models 26 May 2023 identical code first harvested elsewhere fdc64f4c72036ae4 ran · honoured contract fingerprinted licence of this copy not recorded
When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP 23 May 2023 EdisonNi-hku/MTL4Finance/code/models/modeling_task_embeddings.py 211753ba29188d4e ran · honoured contract fingerprinted MIT (permissive)
When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP 23 May 2023 EdisonNi-hku/MTL4Finance/code/models/models_pal.py 6e821c762a936642 unverified MIT (permissive)
AudioToken: Adaptation of Text-Conditioned Diffusion Models for Audio-to-Image Generation 22 May 2023 guyyariv/AudioToken/modules/BEATs/modules.py f30ebf4e48b7e2d7 ran · our draft was wrong fingerprinted MIT (permissive)
Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment 20 May 2023 jpthu17/DiCoSA/tvr/models/until_module.py 50e1ffed03f484ec ran · honoured contract fingerprinted Apache-2.0 (permissive)
Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model 19 May 2023 jasonppy/syllable-discovery/models/utils.py c2f0705ed8e6f7e6 ran · honoured contract fingerprinted BSD-3-Clause (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 56a9ab06b860b180 ran · honoured contract fingerprinted MIT (permissive)
MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation 17 Apr 2023 rlqja1107/melt/models/MELT_FMLP.py 56a9ab06b860b180 ran · honoured contract fingerprinted no licence file found · pointer only
Meta-optimized Contrastive Learning for Sequential Recommendation 16 Apr 2023 qinhsiu/mclrec/recbole/model/extractors.py eb13ab048d49bf28 ran · honoured contract fingerprinted MIT (permissive)
EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning 22 Mar 2023 cchao0116/EasyDGL/src/model/EasyDGL.py 54425d58028099f9 unverified MIT (permissive)
EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning 22 Mar 2023 cchao0116/EasyDGL/src/model/GREC.py 31a88827333397cd unverified MIT (permissive)
Context De-confounded Emotion Recognition 21 Mar 2023 identical code first harvested elsewhere d9dcfb510a5e2690 ran · our draft was wrong fingerprinted licence of this copy not recorded
Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers 23 Feb 2023 identical code first harvested elsewhere fdc64f4c72036ae4 ran · honoured contract fingerprinted licence of this copy not recorded
NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization 11 Feb 2023 google-research/bert/modeling.py d08f324f950148de ran · honoured contract fingerprinted Apache-2.0 (permissive)
Continuous Spatiotemporal Transformers 31 Jan 2023 vandijklab/cst/continuous_transformer/ContSpaceTime.py 62e7409a816626ac ran · honoured contract fingerprinted MIT (permissive)
NaQ: Leveraging Narrations as Queries to Supervise Episodic Memory 2 Jan 2023 srama2512/NaQ/ReLER/ms_cm/bert_layers.py 3c06d11eadebd504 ran · honoured contract fingerprinted MIT (permissive)
Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval? 31 Dec 2022 whwu95/Cap4Video/modules/until_module.py 50e1ffed03f484ec ran · honoured contract fingerprinted MIT (permissive)
BEATs: Audio Pre-Training with Acoustic Tokenizers 18 Dec 2022 phuriches/genrepasd/beats/modules.py f30ebf4e48b7e2d7 ran · our draft was wrong fingerprinted MIT (permissive)
RT-1: Robotics Transformer for Real-World Control at Scale 13 Dec 2022 google-research/robotics_transformer/tokenizers/token_learner.py b4f4f969a90d69b8 unverified Apache-2.0 (permissive)
WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition 7 Dec 2022 mckysse/msd/transformers/modeling_gpt2.py 8d23fbe2b99b840b ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition 7 Dec 2022 mckysse/msd/transformers/modeling_bert.py 211753ba29188d4e ran · honoured contract fingerprinted Apache-2.0 (permissive)
WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition 7 Dec 2022 mckysse/msd/transformers/modeling_tf_bert.py 9bc31d06256e1691 ran · honoured contract fingerprinted Apache-2.0 (permissive)
WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition 7 Dec 2022 mckysse/msd/transformers/modeling_distilbert.py 69c6d14de8190cfb ran fingerprinted Apache-2.0 (permissive)
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations 23 Nov 2022 allenai/scirepeval/bert_pals.py 40e9fee2e0b7e278 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Summarizing Community-based Question-Answer Pairs 17 Nov 2022 nlpyang/BertSum/src/models/neural.py 8d23fbe2b99b840b ran · our draft was wrong fingerprinted Apache-2.0 (permissive)

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