Resource Papers

• DistRDF2ML - Scalable Distributed In-Memory Machine Learning Pipelines for RDF Knowledge Graphs ‐ Carsten Felix Draschner (University of Bonn, Germany), Claus Stadler (University of Leipzig, Germany), Farshad Bakhshandegan Moghaddam (University of Bonn, Germany), Jens Lehmann (University of Bonn & Fraunhofer IAIS, Germany), Hajira Jabeen (University of Cologne, Germany)
• Evaluating Graph Vulnerability and Robustness using TIGER ‐ Scott Freitas (Georgia Institute of Technology, USA), Diyi Yang (Georgia Institute of Technology, USA), Srijan Kumar (Georgia Institute of Technology, USA), Hanghang Tong (University of Illinois at Urbana-Champaign, USA), Duen Horng Chau (Georgia Institute of Technology, USA)
• PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models ‐ Benedek Rozemberczki (AstraZeneca, United Kingdom), Paul Scherer (University of Cambridge, United Kingdom), Yixuan He (University of Oxford, United Kingdom), George Panagopoulos (École Polytechnique, France), Alexander Riedel (Ernst-Abbe University for Applied Sciences, Germany), Maria Astefanoaei (IT University of Copenhagen Denmark, Denmark), Oliver Kiss (Central European University, Hungary), Ferenc Beres (ELKH SZTAKI, Hungary), Guzmán López (Tryolabs, Uruguay), Nicolas Collignon (Pedal Me, United Kingdom), Rik Sarkar (University of Edinburgh, United Kingdom)
• LC: A Flexible, Extensible Open-Source Toolkit for Model Compression ‐ Yerlan Idelbayev (University of California, Merced, USA), Miguel Á. Carreira-Perpiñán (University of California, Merced, USA)
• LiteratureQA: A Qestion Answering Corpus with Graph Knowledge on Academic Literature ‐ Haiwen Wang (Shanghai Jiao Tong University, China), Le Zhou (Shanghai Jiao Tong University, China), Weinan Zhang (Shanghai Jiao Tong University, China), Xinbing Wang (Shanghai Jiao Tong University, China)
• GAKG: A Multimodal Geoscience Academic Knowledge Graph ‐ Cheng Deng (Shanghai Jiao Tong University, China), Yuting Jia (Shanghai Jiao Tong University, China), Hui Xu (Shanghai Jiao Tong University, China), Chong Zhang (Shanghai Jiao Tong University, China), Jingyao Tang (Shanghai Jiao Tong University, China), Luoyi Fu (Shanghai Jiao Tong University, China), Weinan Zhang (Shanghai Jiao Tong University, China), Haisong Zhang (Tencent AI Lab, China), Xinbing Wang (Shanghai Jiao Tong University, China), Chenghu Zhou (Institute of Geographical Science and Natural Resources Research, Chinese Academy of Sciences, China)
• TrUMAn: Trope Understanding in Movies and Animations ‐ Hung-Ting Su (National Taiwan University, Taiwan Roc), Po-Wei Shen (National Taiwan University, Taiwan Roc), Bing-Chen Tsai (National Taiwan University, Taiwan Roc), Wen-Feng Cheng (National Taiwan University & Microsoft, Taiwan Roc), Ke-Jyun Wang (National Taiwan University, Taiwan Roc), Winston H. Hsu (National Taiwan University & Mobile Drive Technology, Taiwan Roc)
• Machamp: A Generalized Entity Matching Benchmark ‐ Jin Wang (Megagon Labs, USA), Yuliang Li (Megagon Labs, USA), Wataru Hirota (Megagon Labs, USA)
• DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction ‐ Renhe Jiang (University of Tokyo & Southern University of Science and Technology, Japan), Du Yin (Southern University of Science and Technology, China), Zhaonan Wang (University of Tokyo, Japan), Yizhuo Wang (Southern University of Science and Technology, China), Jiewen Deng (Southern University of Science and Technology, China), Hangchen Liu (Southern University of Science and Technology, China), Zekun Cai (University of Tokyo, Japan), Jinliang Deng (Southern University of Science and Technology & University of Technology Sydney, China), Xuan Song (Southern University of Science and Technology & University of Tokyo, Japan), Ryosuke Shibasaki (University of Tokyo, Japan)
• TwiBot-20: A Comprehensive Twitter Bot Detection Benchmark ‐ Shangbin Feng (Xi'an Jiaotong University, China), Herun Wan (Xi'an Jiaotong University, China), Ningnan Wang (Xi'an Jiaotong University, China), Jundong Li (University of Virginia, USA), Minnan Luo (Xi'an Jiaotong University, China), Minnan Luo (School of Computer Science and Technology, Xi'an Jiaotong University, China)
• MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs ‐ Jifan Yu (Tsinghua University & Tencent Inc., China), Yuquan Wang (Tsinghua University, China), Qingyang Zhong (Tsinghua University, China), Gan Luo (Tsinghua University, China), Yiming Mao (Tsinghua University, China), Kai Sun (Tsinghua University, China), Wenzheng Feng (Tsinghua University, China), Wei Xu (Tsinghua University, China), Shulin Cao (Tsinghua University, China), Kaisheng Zeng (Tsinghua University, China), Zijun Yao (Tsinghua University, China), Lei Hou (Tsinghua University & Knowledge Intelligence Research Center, Institute for Artificial Intelligence, China), Yankai Lin (Tencent Inc., China), Peng Li (Tencent Inc., China), Jie Zhou (Tencent Inc., China), Bin Xu (Tsinghua University & Knowledge Intelligence Research Center, Institute for Artificial Intelligence, China), Juanzi Li (Tsinghua University & Knowledge Intelligence Research Center, Institute for Artificial Intelligence, China), Jie Tang (Tsinghua University & Knowledge Intelligence Research Center, Institute for Artificial Intelligence, China), Maosong Sun (Tsinghua University & Knowledge Intelligence Research Center, Institute for Artificial Intelligence, China)
• ULTRA: An Unbiased Learning To Rank Algorithm Toolbox ‐ Anh Tran (University of Utah, USA), Tao Yang (University of Utah, USA), Qingyao Ai (University of Utah, USA)
• VerbCL: A Dataset of Verbatim Quotes for Highlight Extraction in Case Law ‐ Julien Rossi (University of Amsterdam, Netherlands), Svitlana Vakulenko (University of Amsterdam, Netherlands), Evangelos Kanoulas (University of Amsterdam, Netherlands)
• QuaPy: A Python-Based Framework for Quantification ‐ Alejandro Moreo (Consiglio Nazionale delle Ricerche, Italy), Andrea Esuli (Consiglio Nazionale delle Ricerche, Italy), Fabrizio Sebastiani (Consiglio Nazionale delle Ricerche, Italy)
• SoMeSci— A 5 Star Open Data Gold Standard Knowledge Graph of Software Mentions in Scientific Articles ‐ David Schindler (University of Rostock, Germany), Felix Bensmann (GESIS - Leibniz Institute for the Social Sciences, Germany), Stefan Dietze (GESIS - Leibniz Institute for the Social Sciences & Heinrich-Heine-University Düsseldorf, Germany), Frank Krüger (University of Rostock, Germany)
• PyTerrier: Declarative Experimentation in Python from BM25 to Dense Retrieval ‐ Craig Macdonald (University of Glasgow, United Kingdom), Nicola Tonellotto (University of Pisa, Italy), Sean MacAvaney (University of Glasgow, United Kingdom), Iadh Ounis (University of Glasgow, United Kingdom)
• ECEdgeNet: A Large Scale Edge Computing Dataset in the Field of E-commerce ‐ Liangwei Li (Alibaba Group, China), Chenwei Weng (Alibaba Group, China), Chengfu Huo (Alibaba Group, China), Weijun Ren (Alibaba Group, China)
• Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean ‐ André F. A. Paschoal (Universidade de São Paulo, Brazil), Paulo Pirozelli (Universidade de São Paulo, Brazil), Valdinei Freire (Universidade de São Paulo, Brazil), Karina V. Delgado (Universidade de São Paulo, Brazil), Sarajane M. Peres (Universidade de São Paulo, Brazil), Marcos M. José (Universidade de São Paulo, Brazil), Flávio Nakasato (Universidade de São Paulo, Brazil), André S. Oliveira (Universidade de São Paulo, Brazil), Anarosa A. F. Brandão (Universidade de São Paulo, Brazil), Anna H. R. Costa (Universidade de São Paulo, Brazil), Fabio G. Cozman (Universidade de São Paulo, Brazil)
• MS MARCO Chameleons: Challenging the MS MARCO Leaderboard with Extremely Obstinate Queries ‐ Negar Arabzadeh (University of Waterloo, Canada), Bhaskar Mitra (Microsoft, Canada), Ebrahim Bagheri (Ryerson University, Canada)
• CoST: An annotated Data Collection for Complex Search ‐ Cheyenne Dosso (Universite Jean-Jaures, CLLE, France), Jose G. Moreno (Universite Paul Sabatier, IRIT, France), Aline Chevalier (Universite Jean-Jaures, CLLE, France), Lynda Tamine (Universite Paul Sabatier, IRIT, France)
• librec-auto: A Tool for Recommender Systems Experimentation ‐ Nasim Sonboli (University of Colorado, Boulder, USA), Masoud Mansoury (Eindhoven University of Technology, Netherlands), Ziyue Guo (University of Colorado, Boulder, USA), Shreyas Kadekodi (University of Colorado, Boulder, USA), Weiwen Liu (The Chinese University of Hong Kong, China), Zijun Liu (Columbia University, USA), Andrew Schwartz (University of Colorado, Boulder, USA), Robin Burke (University of Colorado, Boulder, USA)
• Matches Made in Heaven: Toolkit and Large-Scale Datasets for Supervised Query Reformulation ‐ Negar Arabzadeh (University of Waterloo, Canada), Amin Bigdeli (Ryerson University, Canada), Shirin Seyedsalehi (Ryerson University, Canada), Morteza Zihayat (Ryerson University, Canada), Ebrahim Bagheri (Ryerson University, Canada)
• VidLife: A Dataset for Life Event Extraction from Videos ‐ Tai-Te Chu (National Taiwan University, Taiwan Roc), An-Zi Yen (National Taiwan University, Taiwan Roc), Wei-Hong Ang (National Taiwan University, Taiwan Roc), Hen-Hsen Huang (Academia Sinica & MOST Joint Research Center for AI Technology and All Vista Healthcare, Taiwan Roc), Hsin-Hsi Chen (National Taiwan University & MOST Joint Research Center for AI Technology and All Vista Healthcare, Taiwan Roc)
• GeoVectors: A Linked Open Corpus of OpenStreetMap Embeddings on World Scale ‐ Nicolas Tempelmeier (Leibniz Universität Hannover, Germany), Simon Gottschalk (Leibniz Universität Hannover, Germany), Elena Demidova (University of Bonn, Germany)
• WorldKG: A World-Scale Geographic Knowledge Graph ‐ Alishiba Dsouza (University of Bonn, Germany), Nicolas Tempelmeier (Leibniz Universität Hannover, Germany), Ran Yu (University of Bonn, Germany), Simon Gottschalk (Leibniz Universität Hannover, Germany), Elena Demidova (University of Bonn, Germany)
• RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms ‐ Wayne Xin Zhao (Renmin University of China, China), Shanlei Mu (Renmin University of China, China), Yupeng Hou (Renmin University of China, China), Zihan Lin (Renmin University of China, China), Yushuo Chen (Renmin University of China, China), Xingyu Pan (Renmin University of China, China), Kaiyuan Li (Beijing University of Posts and Telecommunications, China), Yujie Lu (Liaoning University, China), Hui Wang (Renmin University of China, China), Changxin Tian (Renmin University of China, China), Yingqian Min (Renmin University of China, China), Zhichao Feng (Beijing University of Posts and Telecommunications, China), Xinyan Fan (Renmin University of China, China), Xu Chen (Renmin University of China, China), Pengfei Wang (Beijing University of Posts and Telecommunications, China), Wendi Ji (East China Normal University, China), Yaliang Li (Alibaba, China), Xiaoling Wang (East China Normal University, China), Ji-Rong Wen (Renmin University of China, China)