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Examples Of Benchmarks

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pdf (2020.acl-main.441.pdf)

1.38 MBYixin Nie ; Adina Williams ; Emily Dinan ; Mohit Bansal ; Jason Weston ; Douwe KielaEN 17 pages
Researchers introduce Adversarial NLI, a new large-scale benchmark dataset for natural language understanding, collected via an iterative...
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pdf (2021.iwslt-1.25.pdf)

1.3 MBLei Zhou ; Liang Ding ; Kevin Duh ; Shinji Watanabe ; Ryohei Sasano ; Koichi TakedaEN 9 pages
Researchers propose a self-guided curriculum learning strategy for neural machine translation (NMT) that encourages the model to learn from easy to hard...
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B.E.S.T. Math Standards (FCTM_BEST-Math-K-5.pdf)

1.66 MBPullen, EmilyEN 39 pages
Florida's B.E.S.T.
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tool description (KALI_doc.pdf)

229 KBEN 2 pages
KALI is a Java tool that generates test suites with desired combinatorial coverage using an SMT solver and multi-threading strategies to reduce test generation...
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Preview of EMBER: An Open Dataset for Training Static PE Malware Machine Learning Models
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EMBER: An Open Dataset for Training Static PE Malware Machine Learning Models (1804.04637v2.pdf)

420 KBHyrum S. Anderson and Phil RothEN 8 pages
EMBER is a labeled benchmark dataset for training machine learning models to statically detect malicious Windows portable executable files, featuring 1.1M...
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Interpolants as Classifiers (cav12a.pdf)

353 KBEN 16 pages
Interpolants can be viewed as classifiers in supervised machine learning, allowing the use of off-the-shelf classification techniques, such as support vector
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Télécharger les slides en PDF, 79,7 Ko (56392-prouzet.pdf)

10.1 MBEN 72 pages
This talk focuses on the relationship between academic research and innovation, highlighting the obstacles and misconceptions researchers face when trying to...
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Preview of QAInfomax: Enhancing Reading Comprehension with Mutual Information Maximization
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QAInfomax: Enhancing Reading Comprehension with Mutual Information Maximization (D19-1333.pdf)

354 KBYi-Ting Yeh ; Yun-Nung ChenEN 6 pages
A regularization technique for enhancing reading comprehension systems by maximizing mutual information, aiming to improve the distinction between related but incorrect answers and the actual correct response.
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Paper PDF (Lv_Unbiased_Multiple_Instance_Learning_for_Weakly_Supervised_Video_Anomaly_Detection_CVPR_2023_paper.pdf)

2.15 MBHui Lv; Zhongqi Yue; Qianru Sun; Bin Luo; Zhen Cui; Hanwang ZhangEN 10 pages
Unbiased Multiple Instance Learning (UMIL) is proposed for Weakly Supervised Video Anomaly Detection (WSVAD), where video-level binary labels are available.
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[link] (Yabin_Zhang_Fine-Grained_Visual_Categorization_ECCV_2018_paper.pdf)

1.63 MBYabin Zhang,Tang Hui,Kui JiaEN 16 pages
Fine-grained visual categorization (FGVC) is challenging due to the difficulty in acquiring enough training samples.
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User experience on mobile Networks Iceland Q3 2021 DOWNLOAD FREE REPORT (user-experience-on-mobile-networks-iceland-Q3-2021.pdf)

1.37 MBjanusz jezowiczEN 13 pages
Iceland's mobile network user experience was benchmarked, considering factors like radio access network, device performance, and network backhaul capacity.
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I2CDDE Algorithm (Accepted_manuscript.pdf)

819 KBConstance Roberts-Croot (RIN - Staff)EN 13 pages
A novel fully supervised local descriptor learning algorithm, called Image-to-Class Distances based Discriminative Embedding (I2CDDE), is proposed to learn...
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Preview of Metamodeling for ABM
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Metamodeling for ABM (107.pdf)

786 KBswkm3127EN 11 pages
Agent-based models face challenges in statistical modeling due to complex interactions and emergent phenomena. Structural equation-based metamodeling can help address these issues. It enables trustworthy statistical modeling in agent-based modeling.
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Preview of Orthonormal Bases of Compactly Supported Wavelets
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Orthonormal Bases of Compactly Supported Wavelets (CPAM_Orth_bas.pdf)

2.88 MBEN 88 pages
Orthonormal Bases of Compactly Supported Wavelets by Ingrid Daubechies constructs wavelet bases with high regularity, where support width determines order, building upon multiresolution analysis and vision decomposition techniques
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Preview of Indicators of Quality in Early Childhood Education: The Heart of the Matter
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Indicators of Quality in Early Childhood Education: The Heart of the Matter (Te-Ara-Poutama-Indicators-of-quality-full-document.pdf)

3.01 MBEN 44 pages
TE ARA POUTAMA focuses on the importance of children in early childhood education, emphasizing quality indicators
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Preview of NP-Completeness: Proving and Understanding 3SAT via Cook-Levin Theorem
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NP-Completeness: Proving and Understanding 3SAT via Cook-Levin Theorem (theory-d03.pdf)

667 KBGabriele RögerEN 88 pages
The Theory of Computer Science explores NP-completeness through the lens of propositional logic and the Cook-Levin Theorem, demonstrating that 3SAT, a core problem in this domain, is NP-complete
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Investor Call for Mandatory Human Rights Due Diligence (The Investor Case for mHRDD - FINAL for 11.25 launch.pdf)

554 KBSara BlackwellEN 6 pages
Document en en
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