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Computer Science

Authors and titles for June 2023

Total of 8662 entries : 1-50 51-100 101-150 151-200 ... 8651-8662
Showing up to 50 entries per page: fewer | more | all
[1] arXiv:2306.00001 [cn-pdf, pdf, other]
Title: TinyissimoYOLO: A Quantized, Low-Memory Footprint, TinyML Object Detection Network for Low Power Microcontrollers
Title: TinyissimoYOLO:一种量化、低内存占用的TinyML目标检测网络,用于低功耗微控制器
Julian Moosmann, Marco Giordano, Christian Vogt, Michele Magno
Comments: Published In: 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS)
Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Hardware Architecture (cs.AR) ; Image and Video Processing (eess.IV)
[2] arXiv:2306.00004 [cn-pdf, pdf, other]
Title: Automatic Program Instrumentation for Automatic Verification (Extended Technical Report)
Title: 自动程序插装用于自动验证(扩展技术报告)
Jesper Amilon, Zafer Esen, Dilian Gurov, Christian Lidström, Philipp Rümmer
Comments: 36 pages
Subjects: Software Engineering (cs.SE) ; Logic in Computer Science (cs.LO)
[3] arXiv:2306.00005 [cn-pdf, pdf, other]
Title: A Two-Stage Decoder for Efficient ICD Coding
Title: 一种两阶段解码器用于高效的ICD编码
Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Kashyap, Stefan Winkler
Comments: Accepted to ACL'23
Subjects: Computation and Language (cs.CL)
[4] arXiv:2306.00006 [cn-pdf, pdf, html, other]
Title: Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection
Title: 截断亲和力最大化:图异常检测的一类同质性建模
Hezhe Qiao, Guansong Pang
Comments: Accepted at NeurIPS 2023
Subjects: Social and Information Networks (cs.SI) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG)
[5] arXiv:2306.00007 [cn-pdf, pdf, other]
Title: Datasets for Portuguese Legal Semantic Textual Similarity: Comparing weak supervision and an annotation process approaches
Title: 葡萄牙语法律语义文本相似性数据集:比较弱监督和注释过程方法
Daniel da Silva Junior, Paulo Roberto dos S. Corval, Aline Paes, Daniel de Oliveira
Subjects: Computation and Language (cs.CL) ; Machine Learning (cs.LG)
[6] arXiv:2306.00008 [cn-pdf, pdf, html, other]
Title: Brainformers: Trading Simplicity for Efficiency
Title: Brainformers:以简洁换效率
Yanqi Zhou, Nan Du, Yanping Huang, Daiyi Peng, Chang Lan, Da Huang, Siamak Shakeri, David So, Andrew Dai, Yifeng Lu, Zhifeng Chen, Quoc Le, Claire Cui, James Laudon, Jeff Dean
Subjects: Machine Learning (cs.LG) ; Computation and Language (cs.CL)
[7] arXiv:2306.00009 [cn-pdf, pdf, other]
Title: Graph Exploration Matters: Improving both individual-level and system-level diversity in WeChat Feed Recommender
Title: 图探索的重要性:在微信朋友圈推荐中提升个体层面和系统层面的多样性
Shuai Yang, Lixin Zhang, Feng Xia, Leyu Lin
Subjects: Machine Learning (cs.LG)
[8] arXiv:2306.00010 [cn-pdf, pdf, html, other]
Title: Trainable and Explainable Simplicial Map Neural Networks
Title: 可训练且可解释的单纯形映射神经网络
Eduardo Paluzo-Hidalgo, Miguel A. Gutiérrez-Naranjo, Rocio Gonzalez-Diaz
Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Algebraic Topology (math.AT)
[9] arXiv:2306.00011 [cn-pdf, pdf, other]
Title: DeepVAT: A Self-Supervised Technique for Cluster Assessment in Image Datasets
Title: DeepVAT:一种用于图像数据集聚类评估的自监督技术
Alokendu Mazumder, Tirthajit Baruah, Akash Kumar Singh, Pagadla Krishna Murthy, Vishwajeet Pattanaik, Punit Rathore
Comments: Accepted at ViPriors @ ICCV 2023
Subjects: Machine Learning (cs.LG) ; Computer Vision and Pattern Recognition (cs.CV)
[10] arXiv:2306.00012 [cn-pdf, pdf, other]
Title: Graph Neural Network for spatiotemporal data: methods and applications
Title: 时空数据的图神经网络:方法与应用
Yun Li, Dazhou Yu, Zhenke Liu, Minxing Zhang, Xiaoyun Gong, Liang Zhao
Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI)
[11] arXiv:2306.00013 [cn-pdf, pdf, other]
Title: Machine Learning Approach for Cancer Entities Association and Classification
Title: 基于机器学习的癌症实体关联与分类方法
G. Jeyakodi, Arkadeep Pal, Debapratim Gupta, K. Sarukeswari, V. Amouda
Comments: This paper got accepted for paper presentation at the International Conference on Knowledge Discoveries on Statistical Innovations and Recent Advances in Optimization (ICON-KSRAO) on 29th and 30th December 2022
Subjects: Computation and Language (cs.CL) ; Machine Learning (cs.LG)
[12] arXiv:2306.00014 [cn-pdf, pdf, other]
Title: PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models
Title: PreQuant:一种针对预训练语言模型的与任务无关的量化方法
Zhuocheng Gong, Jiahao Liu, Qifan Wang, Yang Yang, Jingang Wang, Wei Wu, Yunsen Xian, Dongyan Zhao, Rui Yan
Comments: Findings of ACL2023
Subjects: Computation and Language (cs.CL) ; Machine Learning (cs.LG)
[13] arXiv:2306.00015 [cn-pdf, pdf, other]
Title: GraphCleaner: Detecting Mislabelled Samples in Popular Graph Learning Benchmarks
Title: GraphCleaner:检测流行图学习基准中的错误标记样本
Yuwen Li, Miao Xiong, Bryan Hooi
Comments: ICML 2023
Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI)
[14] arXiv:2306.00016 [cn-pdf, pdf, other]
Title: Incorporating Domain Knowledge in Deep Neural Networks for Discrete Choice Models
Title: 在深度神经网络中结合领域知识用于离散选择模型
Shadi Haj-Yahia, Omar Mansour, Tomer Toledo
Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Econometrics (econ.EM)
[15] arXiv:2306.00017 [cn-pdf, pdf, other]
Title: Towards Explainable and Language-Agnostic LLMs: Symbolic Reverse Engineering of Language at Scale
Title: 迈向可解释和语言无关的LLMs:大规模语言的符号逆向工程
Walid S. Saba
Comments: Draft, preprint
Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI)
[16] arXiv:2306.00018 [cn-pdf, pdf, other]
Title: Utilization of Multinomial Naive Bayes Algorithm and Term Frequency Inverse Document Frequency (TF-IDF Vectorizer) in Checking the Credibility of News Tweet in the Philippines
Title: 利用多项式朴素贝叶斯算法和词频逆文档频率(TF-IDF向量化器)检查菲律宾新闻推文的可信度
Neil Christian R. Riego, Danny Bell Villarba
Subjects: Computation and Language (cs.CL)
[17] arXiv:2306.00020 [cn-pdf, pdf, other]
Title: GPT4GEO: How a Language Model Sees the World's Geography
Title: GPT4GEO:语言模型如何看待世界的地理学
Jonathan Roberts, Timo Lüddecke, Sowmen Das, Kai Han, Samuel Albanie
Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG)
[18] arXiv:2306.00021 [cn-pdf, pdf, other]
Title: Explaining Hate Speech Classification with Model Agnostic Methods
Title: 用模型无关方法解释仇恨言论分类
Durgesh Nandini, Ute Schmid
Comments: 15 pages Accepted paper from Text Mining Workshop at KI 2022
Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI) ; Human-Computer Interaction (cs.HC) ; Social and Information Networks (cs.SI)
[19] arXiv:2306.00023 [cn-pdf, pdf, other]
Title: Predicting Heart Disease and Reducing Survey Time Using Machine Learning Algorithms
Title: 使用机器学习算法预测心脏病并减少调查时间
Salahaldeen Rababa, Asma Yamin, Shuxia Lu, Ashraf Obaidat
Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Applications (stat.AP)
[20] arXiv:2306.00024 [cn-pdf, pdf, other]
Title: Self-Verification Improves Few-Shot Clinical Information Extraction
Title: 自我验证改进了少样本临床信息抽取
Zelalem Gero, Chandan Singh, Hao Cheng, Tristan Naumann, Michel Galley, Jianfeng Gao, Hoifung Poon
Journal-ref: IMLH 2023
Subjects: Computation and Language (cs.CL) ; Machine Learning (cs.LG)
[21] arXiv:2306.00025 [cn-pdf, pdf, other]
Title: Disentangling and Operationalizing AI Fairness at LinkedIn
Title: 在领英上解耦和操作化人工智能公平性
Joaquin Quiñonero-Candela, Yuwen Wu, Brian Hsu, Sakshi Jain, Jen Ramos, Jon Adams, Robert Hallman, Kinjal Basu
Subjects: Social and Information Networks (cs.SI) ; Artificial Intelligence (cs.AI)
[22] arXiv:2306.00029 [cn-pdf, pdf, other]
Title: CodeTF: One-stop Transformer Library for State-of-the-art Code LLM
Title: CodeTF:面向前沿代码大模型的一站式Transformer库
Nghi D. Q. Bui, Hung Le, Yue Wang, Junnan Li, Akhilesh Deepak Gotmare, Steven C. H. Hoi
Comments: Ongoing work - Draft Preview
Subjects: Software Engineering (cs.SE) ; Artificial Intelligence (cs.AI)
[23] arXiv:2306.00032 [cn-pdf, pdf, other]
Title: A Multi-Factorial Analysis of Polarization on Social Media
Title: 社交媒体上极化的多因素分析
Celina Treuillier (BIRD), Sylvain Castagnos (BIRD), Armelle Brun (BIRD)
Journal-ref: UMAP'23, Jun 2023, Limassol, Cyprus
Subjects: Social and Information Networks (cs.SI)
[24] arXiv:2306.00035 [cn-pdf, pdf, other]
Title: ROSARL: Reward-Only Safe Reinforcement Learning
Title: ROSARL:仅奖励安全强化学习
Geraud Nangue Tasse, Tamlin Love, Mark Nemecek, Steven James, Benjamin Rosman
Subjects: Machine Learning (cs.LG)
[25] arXiv:2306.00036 [cn-pdf, pdf, other]
Title: Symmetry-Aware Robot Design with Structured Subgroups
Title: 具有结构子群的对称感知机器人设计
Heng Dong, Junyu Zhang, Tonghan Wang, Chongjie Zhang
Comments: The Fortieth International Conference on Machine Learning (ICML 2023)
Subjects: Artificial Intelligence (cs.AI)
[26] arXiv:2306.00037 [cn-pdf, pdf, html, other]
Title: BotArtist: Generic approach for bot detection in Twitter via semi-automatic machine learning pipeline
Title: BotArtist:通过半自动机器学习流程在Twitter中进行机器人检测的通用方法
Alexander Shevtsov, Despoina Antonakaki, Ioannis Lamprou, Polyvios Pratikakis, Sotiris Ioannidis
Subjects: Social and Information Networks (cs.SI) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG)
[27] arXiv:2306.00038 [cn-pdf, pdf, html, other]
Title: FedCSD: A Federated Learning Based Approach for Code-Smell Detection
Title: FedCSD:一种基于联邦学习的代码异味检测方法
Sadi Alawadi, Khalid Alkharabsheh, Fahed Alkhabbas, Victor Kebande, Feras M. Awaysheh, Fabio Palomba, Mohammed Awad
Comments: 17 pages, 7 figures, Journal paper
Journal-ref: 25 March 2024
Subjects: Software Engineering (cs.SE) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG)
[28] arXiv:2306.00040 [cn-pdf, pdf, other]
Title: Assessing the Generalizability of a Performance Predictive Model
Title: 评估性能预测模型的泛化能力
Ana Nikolikj, Gjorgjina Cenikj, Gordana Ispirova, Diederick Vermetten, Ryan Dieter Lang, Andries Petrus Engelbrecht, Carola Doerr, Peter Korošec, Tome Eftimov
Comments: To appear at GECCO 2023
Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Neural and Evolutionary Computing (cs.NE)
[29] arXiv:2306.00042 [cn-pdf, pdf, other]
Title: Graph-based methods coupled with specific distributional distances for adversarial attack detection
Title: 基于图的方法结合特定分布距离的对抗攻击检测
Dwight Nwaigwe, Lucrezia Carboni, Martial Mermillod, Sophie Achard, Michel Dojat
Comments: published in Neural Networks
Subjects: Machine Learning (cs.LG) ; Cryptography and Security (cs.CR) ; Computer Vision and Pattern Recognition (cs.CV)
[30] arXiv:2306.00043 [cn-pdf, pdf, other]
Title: Space Net Optimization
Title: 空间网络优化
Chun-Wei Tsai, Yi-Cheng Yang, Tzu-Chieh Tang, Che-Wei Hsu
Comments: 12 pages, 6 figures
Subjects: Artificial Intelligence (cs.AI) ; Neural and Evolutionary Computing (cs.NE)
[31] arXiv:2306.00044 [cn-pdf, pdf, other]
Title: How to Construct Perfect and Worse-than-Coin-Flip Spoofing Countermeasures: A Word of Warning on Shortcut Learning
Title: 如何构建完美和劣于硬币翻转的欺骗对抗措施:对快捷学习的警告
Hye-jin Shim, Rosa González Hautamäki, Md Sahidullah, Tomi Kinnunen
Comments: Interspeech 2023
Subjects: Machine Learning (cs.LG) ; Cryptography and Security (cs.CR) ; Sound (cs.SD) ; Audio and Speech Processing (eess.AS)
[32] arXiv:2306.00045 [cn-pdf, pdf, other]
Title: Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability
Title: 进化优化中的彩票票据:关于无反向传播的稀疏可训练性
Robert Tjarko Lange, Henning Sprekeler
Comments: 13 pages, 11 figures, International Conference on Machine Learning (ICML) 2023
Subjects: Neural and Evolutionary Computing (cs.NE) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG)
[33] arXiv:2306.00074 [cn-pdf, pdf, html, other]
Title: Human-Aligned Calibration for AI-Assisted Decision Making
Title: 人类对齐校准用于人工智能辅助决策
Nina L. Corvelo Benz, Manuel Gomez Rodriguez
Subjects: Machine Learning (cs.LG) ; Computers and Society (cs.CY) ; Human-Computer Interaction (cs.HC) ; Machine Learning (stat.ML)
[34] arXiv:2306.00075 [cn-pdf, pdf, other]
Title: CAROM Air -- Vehicle Localization and Traffic Scene Reconstruction from Aerial Videos
Title: CAROM Air -- 从航拍视频中进行车辆定位和交通场景重建
Duo Lu, Eric Eaton, Matt Weg, Wei Wang, Steven Como, Jeffrey Wishart, Hongbin Yu, Yezhou Yang
Comments: Accepted to IEEE ICRA 2023
Subjects: Computer Vision and Pattern Recognition (cs.CV)
[35] arXiv:2306.00080 [cn-pdf, pdf, other]
Title: AI Imagery and the Overton Window
Title: AI图像与奥尔顿窗口
Sarah K. Amer
Comments: 18 pages, 18 figures, awaiting peer review. Due to the rapidly-evolving nature of text-to-image generation models, this literature review includes some references to time-sensitive elements such as news articles, legal reports and other non-academic documents
Subjects: Computers and Society (cs.CY) ; Artificial Intelligence (cs.AI) ; Human-Computer Interaction (cs.HC)
[36] arXiv:2306.00087 [cn-pdf, pdf, other]
Title: Adaptive Coordination in Social Embodied Rearrangement
Title: 社会具身重新排列中的自适应协调
Andrew Szot, Unnat Jain, Dhruv Batra, Zsolt Kira, Ruta Desai, Akshara Rai
Subjects: Machine Learning (cs.LG) ; Multiagent Systems (cs.MA) ; Robotics (cs.RO)
[37] arXiv:2306.00088 [cn-pdf, pdf, other]
Title: Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning
Title: 关系计算的自动微分用于大规模机器学习
Yuxin Tang, Zhimin Ding, Dimitrije Jankov, Binhang Yuan, Daniel Bourgeois, Chris Jermaine
Comments: ICML 2023
Subjects: Machine Learning (cs.LG) ; Databases (cs.DB)
[38] arXiv:2306.00094 (cross-list from math.NA) [cn-pdf, pdf, other]
Title: A scalable domain decomposition method for FEM discretizations of nonlocal equations of integrable and fractional type
Title: 一种可扩展的区域分解方法用于积分型和分数阶非局部方程的有限元离散化
Manuel Klar, Giacomo Capodaglio, Marta D'Elia, Christian Glusa, Max Gunzburger, Christian Vollmann
Subjects: Numerical Analysis (math.NA)
[39] arXiv:2306.00095 [cn-pdf, pdf, other]
Title: Side-Channel VoIP Profiling Attack against Customer Service Automated Phone System
Title: 针对客服自动电话系统的侧信道VoIP分析攻击
Roy Laurens, Edo Christianto, Bruce Caulkins, Cliff C. Zou
Comments: 6 pages, 12 figures. Published in IEEE Global Communications Conference (GLOBECOM), 2022
Journal-ref: 2022 IEEE Global Communications Conference, Rio de Janeiro, Brazil, 2022, pp. 6091-6096
Subjects: Cryptography and Security (cs.CR)
[40] arXiv:2306.00100 [cn-pdf, pdf, other]
Title: MetaXLR -- Mixed Language Meta Representation Transformation for Low-resource Cross-lingual Learning based on Multi-Armed Bandit
Title: MetaXLR——基于多臂老虎机的低资源跨语言学习混合语言元表示转换
Liat Bezalel, Eyal Orgad
Subjects: Computation and Language (cs.CL)
[41] arXiv:2306.00103 [cn-pdf, pdf, other]
Title: ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning
Title: 管理塔:聚合单模态专家的见解用于视觉语言表示学习
Xiao Xu, Bei Li, Chenfei Wu, Shao-Yen Tseng, Anahita Bhiwandiwalla, Shachar Rosenman, Vasudev Lal, Wanxiang Che, Nan Duan
Comments: Accepted by ACL 2023 Main Conference, Oral
Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Computation and Language (cs.CL) ; Machine Learning (cs.LG)
[42] arXiv:2306.00107 [cn-pdf, pdf, html, other]
Title: MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
Title: MERT:具有大规模自监督训练的声学音乐理解模型
Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Xingran Chen, Hanzhi Yin, Chenghao Xiao, Chenghua Lin, Anton Ragni, Emmanouil Benetos, Norbert Gyenge, Roger Dannenberg, Ruibo Liu, Wenhu Chen, Gus Xia, Yemin Shi, Wenhao Huang, Zili Wang, Yike Guo, Jie Fu
Comments: accepted by ICLR 2024
Subjects: Sound (cs.SD) ; Artificial Intelligence (cs.AI) ; Computation and Language (cs.CL) ; Machine Learning (cs.LG) ; Audio and Speech Processing (eess.AS)
[43] arXiv:2306.00108 [cn-pdf, pdf, other]
Title: Better patching using LLM prompting, via Self-Consistency
Title: 通过自洽性进行更好的补丁生成
Toufique Ahmed, Premkumar Devanbu
Comments: Accepted at ASE-NIER (2023) track
Subjects: Software Engineering (cs.SE) ; Machine Learning (cs.LG)
[44] arXiv:2306.00110 [cn-pdf, pdf, other]
Title: MuseCoco: Generating Symbolic Music from Text
Title: MuseCoco:从文本生成符号音乐
Peiling Lu, Xin Xu, Chenfei Kang, Botao Yu, Chengyi Xing, Xu Tan, Jiang Bian
Subjects: Sound (cs.SD) ; Artificial Intelligence (cs.AI) ; Computation and Language (cs.CL) ; Machine Learning (cs.LG) ; Multimedia (cs.MM) ; Audio and Speech Processing (eess.AS)
[45] arXiv:2306.00112 [cn-pdf, pdf, other]
Title: Additional Positive Enables Better Representation Learning for Medical Images
Title: 医学图像的额外正样本有助于更好的表示学习
Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi
Comments: 8 pages
Subjects: Computer Vision and Pattern Recognition (cs.CV)
[46] arXiv:2306.00114 [cn-pdf, pdf, other]
Title: The Canadian Cropland Dataset: A New Land Cover Dataset for Multitemporal Deep Learning Classification in Agriculture
Title: 加拿大耕地数据集:用于农业多时相深度学习分类的新土地覆盖数据集
Amanda A. Boatswain Jacques, Abdoulaye Baniré Diallo, Etienne Lord
Comments: 24 pages, 5 figures, dataset descriptor
Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG)
[47] arXiv:2306.00118 [cn-pdf, pdf, other]
Title: Neural Textured Deformable Meshes for Robust Analysis-by-Synthesis
Title: 基于神经纹理可变形网格的鲁棒分析-合成方法
Angtian Wang, Wufei Ma, Alan Yuille, Adam Kortylewski
Subjects: Computer Vision and Pattern Recognition (cs.CV)
[48] arXiv:2306.00119 [cn-pdf, pdf, html, other]
Title: Optimal Sets and Solution Paths of ReLU Networks
Title: 最优集合和ReLU网络的解路径
Aaron Mishkin, Mert Pilanci
Comments: Minor updates and corrections to clarify the role of merge/split symmetries in formation of ReLU optimal set and add missing sufficient conditions for all minimal models to have the same cardinality
Journal-ref: Proceedings of the 40th International Conference on Machine Learning, PMLR 202:24888-24924, 2023
Subjects: Machine Learning (cs.LG)
[49] arXiv:2306.00120 [cn-pdf, pdf, other]
Title: VMap: An Interactive Rectangular Space-filling Visualization for Map-like Vertex-centric Graph Exploration
Title: VMap:一种用于类似地图的顶点中心图探索的交互式矩形填充可视化
Jiayi Xu, Han-Wei Shen
Comments: Submitted to IEEE Visualization Conference (IEEE VIS) 2019 and 2022
Subjects: Graphics (cs.GR) ; Discrete Mathematics (cs.DM) ; Human-Computer Interaction (cs.HC) ; Information Retrieval (cs.IR) ; Social and Information Networks (cs.SI)
[50] arXiv:2306.00121 [cn-pdf, pdf, other]
Title: Multilingual Multi-Figurative Language Detection
Title: 多语言多隐喻语言检测
Huiyuan Lai, Antonio Toral, Malvina Nissim
Comments: Accepted to ACL 2023 (Findings)
Subjects: Computation and Language (cs.CL)
Total of 8662 entries : 1-50 51-100 101-150 151-200 ... 8651-8662
Showing up to 50 entries per page: fewer | more | all
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