2. 使用Encoder进行快速序列化 Encoder 经过高度优化,并使用运行时代码生成来构建用于序列化和反序列化的自定义字节码(use runtime code generation to build custom bytecode for serialization and deserialization)。因此,它们可以比 Java 或 Kryo 序列化更快地运
In this paper, we consider contamination by code generation test sets, in particular in their use in modern large language models. We discuss three possible sources of such contamination and show findings supporting each of them: (i) direct data leakage, (ii) indirect data leakage through the ...
Code Issues Pull requests Discussions The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels. data-scienceannotationdata-validationexploratory-data-analysisweak-supervisiondataopsoutlier-detectionlabelingdatasetsdata-cleaningactive-learningdata-qualitydata...
Generation 10 Sentence Embeddings 10 Table annotation 10 Text-to-Code Generation 10 Unsupervised Object Segmentation 10 Video Object Detection 10 Virtual Try-on 10 Visual Grounding 10 Zero-Shot Composed Image Retrieval (ZS-CIR) 10 3D Depth Estimation 9 3D Medical Imaging Segmentation 9 3D Shape ...
Evaluation Category: Chinese culture, Classification, Code, Commonsense, Creative NLG, Evaluation, Grammar, Linguistic, Motion detection, NER WildBench 2024-6 | All | EN | HG & CI | Paper | Github | Dataset | Website Publisher: Allen Institute for AI et al. Size: 1024 instances License: ...
Dataset Source Code Data from Thomas et al., SIGIR2025: multi- and cross-lingual relevance labelling with LLMs These are the prompts and qrels used for the experiments in Thomas et al., “System Comparison using Automated Generation of Relevance Judgements in Multiple Languages”, SIGIR 2025. ...
A name-spaced GUID (for example, us-east-1:23EC4050-6AEA-7089-A2DD-08002EXAMPLE) created by Amazon Cognito. GUID generation is unique within a region. withIdentityPoolId public ListDatasetsRequest withIdentityPoolId(String identityPoolId) A name-spaced GUID (for example, us-east-1:...
Includes our CityStreet dataset, as well as the counting and metadata for multi-view counting on PETS2009 and DukeMTMC. CityStreet is a real-world city scene dataset collected around the intersection of a crowded street. The scene size of the dataset is around 58m×72m. The ground plane ...
However, while performance was not helped in this case, for other settings, or datasets, a conditional autoencoder (CAE) might be the correct choice, and we include the ability to pretrain with a CAE in the SATURN codebase. The autoencoder reconstruction loss \({{{\mathcal{L}}}_{rc}\...
We believe that the multi-scale representation obtained by scPoli could represent a useful tool for researchers to understand which genes drive batch effects the most or are affected by technical factors in the data generation process. Discussion We have presented scPoli, a generative model for dat...