一键收藏!SIGIR 2020 国内企业入围论文清单
今年的投稿量和录取率再创新高。共收到论文投稿总数 1180 篇,总共录取 340 篇。其中,长文投稿 555 篇,最终录用 147 篇,录用率约 26%;短文投稿 507 篇,最终录用 152 篇,录取率约 30%。有 19 位作者提交了 10 篇及以上论文。论文作者分布世界38 个国家,其中中国和美国作者的投稿率和录用率分别名列第一第二。
作者:Jin Jiarui,Fang Yuchen,Zhang Weinan,Ren Kan,Zhou Guorui,Xu Jian,Yu Yong,Wang Jun,Zhu Xiaoqiang,Gai Kun
链接:https://www.aminer.cn/pub/5eabf34391e011664ffd290c/
2 Open-Retrieval Conversational Question Answering
作者:Qu Chen,Yang Liu,Chen Cen,Qiu Minghui,Croft W. Bruce,Iyyer Mohit
链接:https://www.aminer.cn/pub/5ecce8d991e0119170395a86/
3 ATBRG: Adaptive Target-Behavior Relational Graph Network for Effective Recommendation
作者:Feng Yufei,Hu Binbin,Lv Fuyu,Liu Qingwen,Zhang Zhiqiang,Ou Wenwu
链接:https://www.aminer.cn/pub/5ecce8ed91e0119170395d04/
4 Entire Space Multi-Task Modeling via Post-Click Behavior Decomposition for Conversion Rate Prediction
作者:Hong Wen*,Jing Zhang,Yuan Wang,Wentian Bao,Quan Lin,Keping Yang
链接:https://www.aminer.cn/pub/5ee30ddd9e795e897aa956c8/
5 Sequential Recommendation with Self-Attentive Multi-Adversarial Network
作者:Ren Ruiyang,Liu Zhaoyang,Li Yaliang,Zhao Wayne Xin,Wang Hui,Ding Bolin,Wen Ji-Rong
链接:https://www.aminer.cn/pub/5ec7a33091e0118397f3ef03/
6 Match$^2$: A Matching over Matching Model for Similar Question Identification
作者:Zizhen Wang,Yixing Fan,Jiafeng Guo,Liu Yang,Ruqing Zhang,Yanyan Lan,Xueqi Cheng,Hui Jiang,Xiaozhao Wang
链接:https://www.aminer.cn/pub/5ef3247091e0110c353da656
7 ESAM: Discriminative Domain Adaptation with Non-Displayed Items to Improve Long-Tail Performance
作者:Chen Zhihong,Xiao Rong,Li Chenliang,Ye Gangfeng,Sun Haochuan,Deng Hongbo
链接:https://www.aminer.cn/pub/5ec7a33091e0118397f3eeca/
8 Understanding Echo Chambers in E-commerce Recommender Systems
作者:Yingqiang Ge,Shuya Zhao,Honglu Zhou,Changhua Pei,Fei Sun,Wenwu Ou,Yongfeng Zhang
链接:https://www.aminer.cn/pub/5f0277e911dc830562231ec0/
9 Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning
作者:Zheng Gao,Hongsong Li,Zhuoren Jiang,Xiaozhong Liu
链接:https://www.aminer.cn/pub/5f0277e911dc830562231d90/
作者:Zhao Cheng,Li Chenliang,Xiao Rong,Deng Hongbo,Sun Aixin
作者:Ziyang Wang,Wei Wei,Cong Gao,Xiaoli Li,Xianling Mao,Minghui Qiu
作者:Yongzhen Wang,Jian Wang,Heng Huang,Hongsong Li,Xiaozhong Liu
作者:Gao Dehong,Jin Linbo,Chen Ben,Qiu Minghui,Wei Yi,Hu Yi,Wang Hao
作者:Fanglin,Liu Xiao,Proserpio Davide,Troncoso Isamar,Xiong Feiyu
作者:Yingqiang Ge,Shuyuan Xu,Shuchang Liu,Zuohui Fu,Fei Sun,Yongfeng Zhang
作者:Wentian Bao,Hong Wen,Sha Li,Xiao-Yang Liu,Quan Lin,Keping Yang
作者:Wentao Huang,Yuchen Li,Yuan Fang,Ju Fan,Hongxia Yang
作者:Hu Haoji,He Xiangnan,Gao Jinyang,Zhang Zhi-Li
链接:https://www.aminer.cn/pub/5ed623da91e01198019afb3d/
19 Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise
作者:Guoxiu He,Zhe Gao,Zhuoren Jiang,Yangyang Kang,Changlong Sun,Xiaozhong Liu,Wei Lu
链接:https://www.aminer.cn/pub/5f0277e911dc830562231ec4/
20 Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention
作者:Guoxiu He,Yangyang Kang,Zhuoren Jiang,Jiawei Liu,Changlong Sun,Xiaozhong Liu,Wei Lu
链接:https://www.aminer.cn/pub/5f0277e911dc830562231d97/
21 Large Scale Abstractive Multi-Review Summarization (LSARS) via Aspect Alignment
作者:Haojie Pan,Rongqin Yang,Xin Zhou,Rui Wang,Deng Cai,Xiaozhong Liu
链接:https://www.aminer.cn/pub/5f0277e911dc830562231ec8/
22 Robust Layout-aware IE for Visually Rich Documents with Pre-trained Language Models
作者:Wei Mengxi,He Yifan,Zhang Qiong
链接:https://www.aminer.cn/pub/5ecb97f691e011485a943a1d/
23 Towards Linking Camouflaged Descriptions to Implicit Products in E-commerce
作者:Longtao Huang,Bo Yuan,Rong Zhang,Quan Lu
链接:https://www.aminer.cn/pub/5f0277e911dc830562231d9c/
24 MRIF: Multi-resolution Interest Fusion for Recommendation
作者:Shihao Li,Dekun Yang,Bufeng Zhang
链接:https://www.aminer.cn/pub/5f0277e911dc830562231e45/
25 Bridging Hierarchical and Sequential Context Modeling for Question-driven Extractive Answer Summarization
作者:Yang Deng,Wenxuan Zhang,Yaliang Li,Min Yang,Wai Lam,Ying Shen
链接:https://www.aminer.cn/pub/5f0277e911dc830562231e25/
26 MGNN: A Multimodal Graph Neural Network for Predicting the Survival of Cancer Patients
作者:Jianliang Gao,Tengfei Lyu,Fan Xiong,Jianxin Wang,Zhao Li
链接:https://www.aminer.cn/pub/5f0277e911dc830562231e2b/
27 G2T: Generating Fluent Descriptions for Knowledge Graph
作者:Yunzhou Shi,Zhiling Luo,Pengcheng Zhu,Feng Ji,Wei Zhou,Haiqing Chen,Yujiu Yang
链接:https://www.aminer.cn/pub/5f0277e911dc830562231e76/
腾讯
1 TFNet: Multi-Semantic Feature Interaction for CTR Prediction
作者:Shu Wu,Feng Yu,Xueli Yu,Qiang Liu,Liang Wang,Tieniu Tan,Jie Shao,Fan Huang
作者:Fajie Yuan,Xiangnan He,Alexandros Karatzoglou,Liguang Zhang
作者:Sun Yang,Yuan Fajie,Yang Ming,Wei Guoao,Zhao Zhou,Liu Duo
作者:Rong Haidong,Wang Yangzihao,Zhou Feihu,Zhai Junjie,Wu Haiyang,Lan Rui,Li Fan,Zhang Han,Yang Yuekui,Guo Zhenyu,Wang Di
作者:Chuan Meng,Pengjie Ren,Zhumin Chen,Weiwei Sun,Zhaochun Ren,Zhaopeng Tu,Maarten de Rijke
作者:Chebin Zhang,Congjian Luo,Junyu Lu,Ao Liu,Bing Bai,Kun Bai,Zenglin Xu
作者:Ao Liu,Shuai Yuan,Chenbin Zhang,Congjian Luo,Yaqing Liao,Kun Bai,Zenglin Xu
作者:Zhi Qiao,Zhen Zhang,Xian Wu,Shen Ge,Wei Fan
作者:Sijin Zhou,Xinyi Dai,Haokun Chen,Weinan Zhang,Kan Ren,Ruiming Tang,Xiuqiang He,Yong Yu
作者:Jianing Sun,Yingxue Zhang,Wei Guo,Huifeng Guo,Ruiming Tang,Xiuqiang He,Chen Ma,Mark Coates
作者:Dugang Liu,Pengxiang Cheng,Zhenhua Dong,Xiuqiang He,Weike Pan,Zhong Ming
作者:Jiangxing Yu,Hong Zhu,Chihyao Chang,Xinhua Feng,Bo-Wen Yuan,Xiuqiang He,Zhenhua Dong
作者:Kelong Mao,Noah’s Ark Research Lab, Huawei, China,Xi Xiao,,Jieming Zhu,Biao Lu,Ruiming Tang,Xiuqiang He
作者:Wei Guo,Can Zhang,Huifeng Guo,Ruiming Tang,Xiuqiang He
作者:Xu Chen,Changying Du,Xiuqiang He,Jun Wang
作者:Zixuan Yuan,Hao Liu,Yanchi Liu,Denghui Zhang,Fei Yi,Nengjun Zhu,Hui Xiong
链接:https://www.aminer.cn/pub/5f0277e911dc830562231df4/
2 Spatial Object Recommendation with Hints: When Spatial Granularity Matters
作者:Luo,Jingbo Zhou,Zhifeng Bao,Shuangli Li,J. Shane Culpepper,Haochao Ying,Hao Liu,Hui Xiong
链接:https://www.aminer.cn/pub/5f0277e911dc830562231db2/
3 Reinforcement Learning to Rank with Pairwise Policy Gradient
作者:Jun Xu,Zeng Wei,Long Xia,Yanyan Lan,Dawei Yin,Xueqi Cheng,Ji-Rong Wen
链接:https://www.aminer.cn/pub/5f0277e911dc830562231dea/
4 Learning Dynamic Node Representations with Graph Neural Networks
作者:Yao Ma,Ziyi Guo,Zhaochun Ren,Jiliang Tang,Dawei Yin
链接:https://www.aminer.cn/pub/5f0277e911dc830562231db4/
5 Neural Interactive Collaborative Filtering
作者:Lixin Zou,Long Xia,Yulong Gu,Weidong Liu,Dawei Yin,Jimmy Huang,Xiangyu Zhao
链接:https://www.aminer.cn/pub/5f0277e911dc830562231e0a/
6 Time Matters: Sequential Recommendation with Complex Temporal Information
作者:Wenwen Ye,Shuaiqiang Wang,Xu Chen,Xuepeng Wang,Zheng Qin,Dawei Yin
链接:https://www.aminer.cn/pub/5f0277e911dc830562231df0/
7 Video Recommendation with Multi-gate Mixture of Experts Soft Actor Critic
作者:Dingcheng Li,Xu Li,Jun Wang,Ping Li
链接:https://www.aminer.cn/pub/5f0277e911dc830562231e43/
8 User-Inspired Posterior Network for Recommendation Reason Generation
作者:Haolan Zhan,Hainan Zhang,Hongshen Chen,Lei Shen,Yanyan Lan,Zhuoye Ding,Dawei Yin
链接:https://www.aminer.cn/pub/5f0277e911dc830562231e99/
京东
1 Learning Dynamic Node Representations with Graph Neural Networks
作者:Yao Ma,Ziyi Guo,Zhaochun Ren,Jiliang Tang,Dawei Yin
链接:https://www.aminer.cn/pub/5f0277e911dc830562231db4/
2 Neural Interactive Collaborative Filtering
作者:Lixin Zou,Long Xia,Yulong Gu,Weidong Liu,Dawei Yin,Jimmy Huang,Xiangyu Zhao
链接:https://www.aminer.cn/pub/5f0277e911dc830562231e0a/
3 MaHRL: Multi-goals Abstraction based Deep Hierarchical Reinforcement Learning for Recommendations
作者:Dongyang Zhao,Liang Zhang,Bo Zhang,Lizhou Zheng,Yongjun Bao,Weipeng Yan
链接:https://www.aminer.cn/pub/5f0277e911dc830562231dff/
4 Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network
作者:Lianghao Xia,Chao Huang,Yong Xu,Peng Dai,Bo Zhang,Liefeng Bo
链接:https://www.aminer.cn/pub/5f0277e911dc830562231ece/
5 Towards Personalized and Semantic Retrieval: An End-to-End Solution for E-commerce Search via Embedding Learning
作者:Han Zhang,Songlin Wang,Kang Zhang,Zhiling Tang,Yunjiang Jiang,Yun Xiao,Paul Yan,Wen-Yun Yang
链接:https://www.aminer.cn/pub/5f0277e911dc830562231ecf/
6 Time Matters: Sequential Recommendation with Complex Temporal Information
作者:Wenwen Ye,Shuaiqiang Wang,Xu Chen,Xuepeng Wang,Zheng Qin,Dawei Yin
链接:https://www.aminer.cn/pub/5f0277e911dc830562231df0/
7 User-Inspired Posterior Network for Recommendation Reason Generation
作者:Haolan Zhan,Hainan Zhang,Hongshen Chen,Lei Shen,Yanyan Lan,Zhuoye Ding,Dawei Yin
链接:https://www.aminer.cn/pub/5f0277e911dc830562231e99/
字节跳动
1 Automated Embedding Size Search in Deep Recommender Systems
作者:Haochen Liu,Xiangyu Zhao,Chong Wang,Xiaobing Liu,Jiliang Tang
链接:https://www.aminer.cn/pub/5f0277e911dc830562231ec5/
2 AutoGroup: Automatic Feature Grouping for Modelling Explicit High-Order Feature Interactions in CTR Prediction
作者:Bin Liu,Niannan Xue,Huifeng Guo,Ruiming Tang,Stefanos Zafeiriou,Xiuqiang He,Zhenguo Li
链接:https://www.aminer.cn/pub/5f0277e911dc830562231daa/
3 QuAChIE: Question Answering based Chinese Information Extraction System
作者:Dongyu Ru,Zhenghui Wang,Lin Qiu,Hao Zhou,Lei Li,Weinan Zhang,Yong Yu
链接:https://www.aminer.cn/pub/5f0277e911dc830562231eb4/
平安科技
1 A Heterogeneous Information Network based Cross Domain Insurance Recommendation System for Cold Start Users
作者:Ye Bi,Liqiang Song,Mengqiu Yao,Zhenyu Wu,Jianming Wang,Jing Xiao
链接:https://www.aminer.cn/pub/5f0277e911dc830562231ebb/
2 DCDIR: A Deep Cross-Domain Recommendation System for Cold Start Users in Insurance Domain
作者:Ye Bi,Liqiang Song,Mengqiu Yao,Zhenyu Wu,Jianming Wang,Jing Xiao
链接:https://www.aminer.cn/pub/5f0277e911dc830562231e16/
知乎
1 Beyond User Embedding Matrix: Learning to Hash for Modeling Large-Scale Users in Recommendation
作者:Shaoyun Shi,Weizhi Ma,Min Zhang,Yongfeng Zhang,Xinxing Yu,Houzhi Shan,Yiqun Liu,Shaoping Ma
链接:https://www.aminer.cn/pub/5f0277e911dc830562231dcf/
深圳卓艺科技
1 Table Search Using a Deep Contextualized Language Model
作者:Chen Zhiyu,Trabelsi Mohamed,Heflin Jeff,Xu Yinan,Davison Brian D.
链接:https://www.aminer.cn/pub/5ec48cc4da5629efe0884d76/
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