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人工智能cs.AI 方向，今日共计40篇

【1】 Exploiting Session Information in BERT-based Session-aware Sequential Recommendation
标题：基于BERT的会话感知顺序推荐中会话信息的利用
作者：Jinseok Seol,Youngrok Ko,Sang-goo Lee
机构*：Seoul National University, Republic of Korea
备注：6 pages, accepted in The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) 2022, short paper
链接：点击下载PDF文件

【2】 Memory Bounds for Continual Learning
标题：持续学习的记忆界限
作者：Xi Chen,Christos Papadimitriou,Binghui Peng
机构*：Columbia University
链接：点击下载PDF文件

【3】 A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning
标题：一种端到端任务学习的无词汇多语言神经标记器
作者：Md Mofijul Islam,Gustavo Aguilar,Pragaash Ponnusamy,Clint Solomon Mathialagan,Chengyuan Ma,Chenlei Guo
机构*： Chenlei GuoUniversity of Virginia
Journal-ref：ACL 2022 Workshop on Representation Learning for NLP
链接：点击下载PDF文件

【4】 "Public(s)-in-the-Loop": Facilitating Deliberation of Algorithmic Decisions in Contentious Public Policy Domains
作者：Hong Shen,ngel Alexander Cabrera,Adam Perer,Jason Hong
机构*：Carnegie Mellon University, Pittsburgh, PA, USA, Permission to make digital or hard copies of part or all of this work for personal or, classroom use is granted without fee provided that copies are not made or distributed
备注：5 pages, 0 figure, accepted to CHI2020 Fair & Responsible AI Workshop
链接：点击下载PDF文件

【5】 Verification of Locally Tight Programs
标题：对本地紧缩计划的验证
作者：Jorge Fandinno,Vladimir Lifschitz
机构*：University of Nebraska Omaha, USA, University of Texas at Austin, USA
备注：Under consideration for publication in Theory and Practice of Logic Programming
链接：点击下载PDF文件

【6】 Centralized Adversarial Learning for Robust Deep Hashing
标题：基于集中式对抗性学习的健壮深度散列算法
作者：Xunguang Wang,Xu Yuan,Zheng Zhang,Guangming Lu,Xiaomeng Li
机构*：Li, Harbin Institute of Technology, Shenzhen
链接：点击下载PDF文件

【7】 ParkPredict+: Multimodal Intent and Motion Prediction for Vehicles in Parking Lots with CNN and Transformer
标题：ParkPredict+：使用CNN和Transformer对停车场车辆的多模式意图和运动预测
作者：Xu Shen,Matthew Lacayo,Nidhir Guggilla,Francesco Borrelli
机构*： TheirUniversity of California
链接：点击下载PDF文件

【8】 The Boltzmann Policy Distribution: Accounting for Systematic Suboptimality in Human Models
标题：玻尔兹曼政策分布：解释人体模型中系统的次优性
作者：Cassidy Laidlaw,Anca Dragan
机构*：University of California, Berkeley
备注：Published at ICLR 2022
链接：点击下载PDF文件

【9】 Embracing AWKWARD! Real-time Adjustment of Reactive Planning Using Social Norms
标题：拥抱尴尬！利用社会规范实时调整反应性计划
作者：Leila Methnani,Andreas Antoniades,Andreas Theodorou
机构*： Department of Computing Science, Ume University, Ume, Sweden
备注：18 pages, 2 figures, 3 Tables, 4 Formalisms, Submitted to COINE 2022 Workshop
链接：点击下载PDF文件

【10】 Revealing interactions between HVDC cross-area flows and frequency stability with explainable AI
标题：用可解释的人工智能揭示高压直流输电跨区流动与频率稳定性之间的相互作用
作者：Sebastian Pütz,Benjamin Schfer,Dirk Witthaut,Johannes Kruse
机构*：Forschungszentrum Jülich, Institute for Energy and Climate Research - Systems, Analysis and Technology Evaluation (IEK-STE), Jülich, Germany, Institute for Theoretical Physics, University of Cologne, Kln, Germany
备注：14 pages, 8 figures; submitted version
链接：点击下载PDF文件

【11】 Tweets2Stance: Users stance detection exploiting Zero-Shot Learning Algorithms on Tweets
标题：Tweets2Stance：基于Zero-Shot学习算法的Tweet用户姿态检测
作者：Margherita Gambini,Tiziano Fagni,Caterina Senette,Maurizio Tesconi
机构*：Institute of Informatics and Telematics (IIT) - CNR, Via Giuseppe Moruzzi, Pisa, – Italy, Engineering School - University of Pisa, Largo Lucio Lazzarino, Pisa - Italy
链接：点击下载PDF文件

【12】 Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better than Dot-Product Self-Attention
标题：Paramixer：将稀疏因子中的混合链接参数化比点积自我注意效果更好
作者：Tong Yu,Ruslan Khalitov,Lei Cheng,Zhirong Yang
机构*：Norwegian University of Science and Technology
备注：10 pages, 5 figures, accepted by CVPR2022
链接：点击下载PDF文件

【13】 Risk Awareness in HTN Planning
标题：HTN规划中的风险意识
作者：Ebaa Alnazer,Ilche Georgievski,Marco Aiello
机构*：Service Computing Department, Institute of Architecture of Application Systems, University of Stuttgart, Germany
备注：62 pages, 9 figures
链接：点击下载PDF文件

【14】 OPerA: Object-Centric Performance Analysis
标题：歌剧：以对象为中心的性能分析
作者：Gyunam Park,Jan Niklas Adams,Wil. M. P. van der Aalst
机构*：Process and Data Science Group (PADS), RWTH Aachen University
链接：点击下载PDF文件

【15】 MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering
标题：MEKER：面向链接预测和问答的记忆高效知识嵌入表示
作者：Viktoriia Chekalina,Anton Razzhigaev,Albert Sayapin,Alexander Panchenko
机构*：Skolkovo Institute of Science and Technology,Artificial Intelligence Research Insitute (AIRI)
链接：点击下载PDF文件

【16】 Learning Functional Distributional Semantics with Visual Data
标题：利用可视化数据学习函数分布语义
作者：Yinhong Liu,Guy Emerson
机构*：Department of Computer Science and Technology, University of Cambridge
备注：Accepted by ACL 2022 main conference
链接：点击下载PDF文件

【17】 Modelling graph dynamics in fraud detection with "Attention"
作者：Susie Xi Rao,Clémence Lanfranchi,Shuai Zhang,Zhichao Han,Zitao Zhang,Wei Min,Mo Cheng,Yinan Shan,Yang Zhao,Ce Zhang
机构*：ETH Zurich, Ebay China
备注：Manuscript under review. arXiv admin note: text overlap with arXiv:2012.10831
链接：点击下载PDF文件

【18】 Spacing Loss for Discovering Novel Categories
标题：发现新类别的间距损失
作者：K J Joseph,Sujoy Paul,Gaurav Aggarwal,Soma Biswas,Piyush Rai,Kai Han,Vineeth N Balasubramanian
机构*：Indian Institute of Technology Hyderabad, Google Research, Indian Institute of Science, Indian Institute of Technology Kanpur, The University of Hong Kong
备注：Accepted to Continual Learning in Computer Vision Workshop (CLVision) at CVPR 2022
链接：点击下载PDF文件

【19】 SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues
标题：SalesBot：从聊天过渡到任务导向对话
作者：Ssu Chiu,Maolin Li,Yen-Ting Lin,Yun-Nung Chen
机构*：National Taiwan University, Taipei, Taiwan, MediaTek Research, Cambridge, UK
备注：ACL 2022
链接：点击下载PDF文件

【20】 Non-Uniformly Terminating Chase: Size and Complexity
标题：非统一终止的Chase：规模和复杂性
作者：Marco Calautti,Georg Gottlob,Andreas Pieris
机构*：University of Trento, University of Oxford, University of Edinburgh
链接：点击下载PDF文件

【21】 FAIR4Cov: Fused Audio Instance and Representation for COVID-19 Detection
标题：FAIR4Cov：新冠肺炎检测的融合音频实例和表示
作者：Tuan Truong,Matthias Lenga,Antoine Serrurier,Sadegh Mohammadi
机构*：Bayer AG, Germany, Clinic for Phoniatrics, Pedaudiology and Communication Disorders, Uniklinik RWTH, Aachen, Aachen, Germany
链接：点击下载PDF文件

【22】 Alleviating Representational Shift for Continual Fine-tuning
标题：缓解表征漂移以实现连续微调
作者：Shibo Jie,Zhi-Hong Deng,Ziheng Li
机构*：School of Artificial Intelligence, Peking University
链接：点击下载PDF文件

【23】 Rethinking Offensive Text Detection as a Multi-Hop Reasoning Problem
标题：将攻击性文本检测作为多跳推理问题的再思考
作者：Qiang Zhang,Jason Naradowsky,Yusuke Miyao
机构*：Department of Computer Science, The University of Tokyo, Tokyo
备注：18 pages, 4 figures, 10 tables, accepted in Findings of the Association for Computational Linguistics 2022
链接：点击下载PDF文件

【24】 Transferring ConvNet Features from Passive to Active Robot Self-Localization: The Use of Ego-Centric and World-Centric Views
标题：将ConvNet特征从被动转向主动机器人自我定位：使用以自我为中心和以世界为中心的观点
作者：Kanya Kurauchi,Kanji Tanaka,Ryogo Yamamoto,Mitsuki Yoshida
机构*： and Mitsuki Yoshida 1University of Fukui
备注：13 pages, 4 figures, technical report
链接：点击下载PDF文件

【25】 Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks
标题：用于视觉语言任务的利用单峰编码器的多模式自适应蒸馏
作者：Zhecan Wang,Noel Codella,Yen-Chun Chen,Luowei Zhou,Xiyang Dai,Bin Xiao,Jianwei Yang,Haoxuan You,Kai-Wei Chang,Shih-fu Chang,Lu Yuan
机构*： Columbia University, Microsoft Research, University of California, Los Angeles
备注：arXiv admin note: substantial text overlap with arXv:2201.05729
链接：点击下载PDF文件

【26】 SE-GAN: Skeleton Enhanced GAN-based Model for Brush Handwriting Font Generation
标题：SE-GAN：基于骨架增强型GAN的毛笔字库生成模型
作者：Shaozu Yuan,Ruixue Liu,Meng Chen,Baoyang Chen,Zhijie Qiu,Xiaodong He
机构*：JD AI, Beijing, China ,Central Academy of Fine Arts, China
备注：Accepted by ICME 2022
链接：点击下载PDF文件

【27】 Towards Involving End-users in Interactive Human-in-the-loop AI Fairness
标题：走向让最终用户参与交互式人在环人工智能公平
作者：Yuri Nakao,Simone Stumpf,Subeida Ahmed,Aisha Naseer,Lorenzo Strappelli
机构*： University of Glasgow, University of London
链接：点击下载PDF文件

【28】 Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering
标题：超图变换：基于知识的视觉问答的弱监督多跳推理
作者：Yu-Jung Heo,Eun-Sol Kim,Woo Suk Choi,Byoung-Tak Zhang
机构*： Seoul National University , Department of Computer Science, Hanyang University, AI Institute (AIIS), Seoul National University , Surromind
备注：Accepted at ACL 2022
链接：点击下载PDF文件

【29】 Evolution of Transparent Explainable Rule-sets
标题：透明可解释规则集的演变
作者：Hormoz Shahrzad,Babak Hodjat,Risto Miikkulainen
机构*：Cognizant AI Labs; ,The University of Texas at Austin
链接：点击下载PDF文件

【30】 PreTraM: Self-Supervised Pre-training via Connecting Trajectory and Map
标题：PreTraM：通过连接轨迹和地图进行自我监督的预训练
作者：Chenfeng Xu,Tian Li,Chen Tang,Lingfeng Sun,Kurt Keutzer,Masayoshi Tomizuka,Alireza Fathi,Wei Zhan
机构*： University of California, Berkeley, Google Research, University of California San Diego
备注：The code is available at this https URL
链接：点击下载PDF文件

【31】 PG3: Policy-Guided Planning for Generalized Policy Generation
标题：PG3：通用策略生成的策略制导规划
作者：Ryan Yang,Tom Silver,Aidan Curtis,Tomas Lozano-Perez,Leslie Pack Kaelbling
机构*：MIT Computer Science and Artificial Intelligence Laboratory
备注：IJCAI 2022
链接：点击下载PDF文件

【32】 Learning Sequential Latent Variable Models from Multimodal Time Series Data
标题：从多峰时间序列数据中学习序贯潜变量模型
作者：Oliver Limoyo,Trevor Ablett,Jonathan Kelly
机构*： University of Toronto Institute for Aerospace Studies (UTIAS), Toronto, Canada, Corresponding author
备注：Accepted to the International Conference on Intelligent Autonomous Systems (IAS'17), Zagreb, Croatia, June 13-16, 2022
链接：点击下载PDF文件

【33】 SoftEdge: Regularizing Graph Classification with Random Soft Edges
标题：SoftEdge：基于随机软边的正则化图分类
作者：Hongyu Guo,Sun Sun
链接：点击下载PDF文件

【34】 Facilitating automated conversion of scientific knowledge into scientific simulation models with the Machine Assisted Generation, Calibration, and Comparison (MAGCC) Framework
标题：利用机器辅助生成、校准和比较(MAGCC)框架促进科学知识到科学模拟模型的自动转换
作者：Chase Cockrell,Scott Christley,Gary An
机构*：. Department of Surgery, University of Vermont Larner College of Medicine, . Department of Clinical Sciences Division of Bioinformatics, University of Texas, Southwestern, Medical Center
备注：20 Pages, 8 Figures, 5 Tables
链接：点击下载PDF文件

【35】 Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias
标题：在预先训练的神经语言模型中加强对偏见的理解：特别强调情感偏见的研究综述
作者：Anoop K.,Manjary P. Gangan,Deepak P.,Lajish V. L
机构*： and Lajish V L 1 1 University of Calicut, in 2 Queen’s University Belfast
备注：Accepted at ICDSE 2021
链接：点击下载PDF文件

【36】 Creative Problem Solving in Artificially Intelligent Agents: A Survey and Framework
标题：人工智能智能体中创造性问题求解的研究综述与框架
作者：Evana Gizzi,Lakshmi Nair,Sonia Chernova,Jivko Sinapov
机构*：Department of Computer Science, Tufts University, Medford, MA , College of Computing, Georgia Tech, Atlanta, GA
备注：46 pages (including appendix), 17 figures, under submission at Journal of Artificial Intelligence Research (JAIR)
链接：点击下载PDF文件

【37】 A Framework for Interactive Knowledge-Aided Machine Teaching
标题：一种交互式知识辅助机械教学的框架
作者：Karan Taneja,Harshvardhan Sikka,Ashok Goel
机构*：Georgia Institute of Technology
备注：8 pages, 4 figures
链接：点击下载PDF文件

【38】 AI-Based Automated Speech Therapy Tools for persons with Speech Sound Disorders: A Systematic Literature Review
标题：基于人工智能的语音障碍患者自动语音治疗工具的系统文献综述
作者：Chinmoy Deka,Abhishek Shrivastava,Saurabh Nautiyal,Praveen Chauhan
机构*：Department of Design, Indian Institute of Technology, Center for Intelligent Cyber Physical Systems, Indian Institute, of Technology Guwahati, Assam, India.
备注：19, 12
链接：点击下载PDF文件

【39】 Impact of initial outbreak locations on transmission risk of infectious diseases in an intra-urban area
标题：初始暴发地点对城内传染病传播风险的影响
作者：Kang Liu,Ling Yin,Jianzhang Xue
机构*：Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, University of Science and Technology of China
备注：COVID-19, epidemic model, human mobility, mobile phone location data
链接：点击下载PDF文件

【40】 Generative De Novo Protein Design with Global Context
标题：全球背景下的生成性De Novo蛋白质设计
作者：Cheng Tan,Zhangyang Gao,Jun Xia,Stan Z. Li
机构*： AI Lab, School of Engineering, Westlake University, Institute of Advanced Technology, Westlake Institute for Advanced Study
链接：点击下载PDF文件
机器翻译，仅供参考

重大更新！公众号每日速递覆盖arXiv所有方向,涵盖CS|物理|数学|经济|统计|金融|生物|气等领域。点击查看历史文章列表，可在公众号内订阅#arXiv每日学术速递话题，接收每日推送。点击访问arxivdaily.com每日更新更及时。