SIGIR 2020 国内企业入围论文清单

第 43 届国际 “信息检索研究与发展” 年会（SIGIR - The International ACM SIGIR Conference on Research and Development in Information Retrieval）已于 7 月 25 日召开，由于受疫情影响，改成线上会议模式，面向全球直播。作为 CCF 推荐的 A 类国际学术会议，SIGIR 历来都是互联网业内关注的焦点，会议覆盖了信息检索领域相关的各类前沿成果，包括基础理论、算法应用以及评估分析。

作为 IR 领域国际顶级会议，虽然转为线上，但是 SIGIR2020投稿人数和注册参会人数创历史新高，而学生 Passport 注册费则低至 $45。截至统计时间，会议在线注册人数达到 1486 人（截至发稿时，已经达到 1500 人），其中非论文学生注册人数达到 43%，与学生作者之和预计达到注册人数一半左右。

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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。

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AMiner SIGIR 2020 顶会专版收录了大会论文，并按作者及机构进行了统计，让读者可以方便地通过作者，机构搜索论文。根据统计，国内有深圳卓艺科技(1),知乎(1)，平安科技(2)，字节跳动(3)，京东(7)，百度(8)，华为(8)，腾讯(8)，阿里巴巴(27）。可以看到国内大型互联网公司 BAT，华为占据了大部分投稿，紧随其后的是京东，字节跳动，知乎等新兴互联网公司。

让我们看看具体有哪些论文入围吧！

阿里巴巴

1A Deep Recurrent Survival Model for Unbiased Ranking

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/

2Open-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/

3ATBRG: 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/

4Entire 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/

5Sequential 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/

6Match$^2$: 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

7ESAM: 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/

8Understanding 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/

9Detecting 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/

10CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network
作者：Zhao Cheng,Li Chenliang,Xiao Rong,Deng Hongbo,Sun Aixin

链接：https://www.aminer.cn/pub/5ec7a33091e0118397f3eece/

11Global Context Enhanced Graph Nerual Networks for Session-based Recommendation
作者：Ziyang Wang,Wei Wei,Cong Gao,Xiaoli Li,Xianling Mao,Minghui Qiu

链接：https://www.aminer.cn/pub/5f0277e911dc830562231de4/

12Evolutionary Product Description Generation: A Dynamic Fine-Tuning Approach Leveraging User Click Behavior
作者：Yongzhen Wang,Jian Wang,Heng Huang,Hongsong Li,Xiaozhong Liu

链接：https://www.aminer.cn/pub/5f0277e911dc830562231de2/

13FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval
作者：Gao Dehong,Jin Linbo,Chen Ben,Qiu Minghui,Wei Yi,Hu Yi,Wang Hao

链接：https://www.aminer.cn/pub/5ec7a32791e0118397f3ebe2/

14Studying Product Competition Using Representation Learning
作者：Fanglin,Liu Xiao,Proserpio Davide,Troncoso Isamar,Xiong Feiyu

链接：https://www.aminer.cn/pub/5ec7a32791e0118397f3ee3b/

15Learning Personalized Risk Preferences for Recommendation
作者：Yingqiang Ge,Shuyuan Xu,Shuchang Liu,Zuohui Fu,Fei Sun,Yongfeng Zhang

链接：https://www.aminer.cn/pub/5f0277e911dc830562231d91/

16GMCM: Graph-based Micro-behavior Conversion Model for Post-click Conversion Rate Estimation
作者：Wentian Bao,Hong Wen,Sha Li,Xiao-Yang Liu,Quan Lin,Keping Yang

链接：https://www.aminer.cn/pub/5f0277e911dc830562231eba/

17BiANE: Bipartite Attributed Network Embedding
作者：Wentao Huang,Yuchen Li,Yuan Fang,Ju Fan,Hongxia Yang

链接：https://www.aminer.cn/pub/5f0277e911dc830562231d9d/

18Modeling Personalized Item Frequency Information for Next-basket Recommendation

作者：Hu Haoji,He Xiangnan,Gao Jinyang,Zhang Zhi-Li

链接：https://www.aminer.cn/pub/5ed623da91e01198019afb3d/

19Think 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/

20Creating 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/

21Large 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/

22Robust 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/

23Towards 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/

24MRIF: Multi-resolution Interest Fusion for Recommendation
作者：Shihao Li,Dekun Yang,Bufeng Zhang

链接：https://www.aminer.cn/pub/5f0277e911dc830562231e45/

25Bridging 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/

26MGNN: 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/

27G2T: 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

1TFNet: 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

链接：https://www.aminer.cn/pub/5efb0d5691e011063336d54a/

2Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation
作者：Fajie Yuan,Xiangnan He,Alexandros Karatzoglou,Liguang Zhang

链接：https://www.aminer.cn/pub/5f0277e911dc830562231df2/

3A Generic Network Compression Framework for Sequential Recommender Systems
作者：Sun Yang,Yuan Fajie,Yang Ming,Wei Guoao,Zhao Zhou,Liu Duo

链接：https://www.aminer.cn/pub/5ea9503e91e0118eb1e19ebf/

4Distributed Equivalent Substitution Training for Large-Scale Recommender Systems
作者：Rong Haidong,Wang Yangzihao,Zhou Feihu,Zhai Junjie,Wu Haiyang,Lan Rui,Li Fan,Zhang Han,Yang Yuekui,Guo Zhenyu,Wang Di

链接：https://www.aminer.cn/pub/5d79a4f43a55ac5af95ae25b/

5DukeNet: A Dual Knowledge Interaction Network for Knowledge-Grounded Conversation
作者：Chuan Meng,Pengjie Ren,Zhumin Chen,Weiwei Sun,Zhaochun Ren,Zhaopeng Tu,Maarten de Rijke

链接：https://www.aminer.cn/pub/5f0277e911dc830562231db9/

6Read, Attend, and Exclude: Multi-Choice Reading Comprehension by Mimicking Human Reasoning Process
作者：Chebin Zhang,Congjian Luo,Junyu Lu,Ao Liu,Bing Bai,Kun Bai,Zenglin Xu

链接：https://www.aminer.cn/pub/5f0277e911dc830562231e9b/

7Multi-Level Multimodal Transformer Network for Multimodal Recipe Comprehension
作者：Ao Liu,Shuai Yuan,Chenbin Zhang,Congjian Luo,Yaqing Liao,Kun Bai,Zenglin Xu

链接：https://www.aminer.cn/pub/5f0277e911dc830562231e4c/

8MHM: Multi-modal Clinical Data based Hierarchical Multi-label Diagnosis Prediction
作者：Zhi Qiao,Zhen Zhang,Xian Wu,Shen Ge,Wei Fan

链接：https://www.aminer.cn/pub/5f0277e911dc830562231e68/m

华为

1Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning
作者：Sijin Zhou,Xinyi Dai,Haokun Chen,Weinan Zhang,Kan Ren,Ruiming Tang,Xiuqiang He,Yong Yu

链接：https://www.aminer.cn/pub/5eede0b791e0116a23aafd7d/

2Neighbor Interaction Aware Graph Convolution Networks for Recommendation
作者：Jianing Sun,Yingxue Zhang,Wei Guo,Huifeng Guo,Ruiming Tang,Xiuqiang He,Chen Ma,Mark Coates

链接：https://www.aminer.cn/pub/5f0277e911dc830562231dd3/

3A General Knowledge Distillation Framework for Counterfactual Recommendation via Uniform Data
作者：Dugang Liu,Pengxiang Cheng,Zhenhua Dong,Xiuqiang He,Weike Pan,Zhong Ming

链接：https://www.aminer.cn/pub/5f0277e911dc830562231dab/

4Influence Function for Unbiased Recommendation
作者：Jiangxing Yu,Hong Zhu,Chihyao Chang,Xinhua Feng,Bo-Wen Yuan,Xiuqiang He,Zhenhua Dong

链接：https://www.aminer.cn/pub/5f0277e911dc830562231e96/

5AutoGroup: 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/

6Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach
作者：Kelong Mao,Noah’s Ark Research Lab, Huawei, China,Xi Xiao,,Jieming Zhu,Biao Lu,Ruiming Tang,Xiuqiang He

链接：https://www.aminer.cn/pub/5f0277e911dc830562231ec7/

7Multi-Branch Convolutional Network for Context-Aware Recommendation
作者：Wei Guo,Can Zhang,Huifeng Guo,Ruiming Tang,Xiuqiang He

链接：https://www.aminer.cn/pub/5f0277e911dc830562231e2f/

8JIT$^2$R:A Joint Framework for Item Tagging and Tag-based Recommendation
作者：Xu Chen,Changying Du,Xiuqiang He,Jun Wang

链接:https://www.aminer.cn/pub/5f0277e911dc830562231e1f/

百度

1Spatio-Temporal Dual Graph Attention Network for Query-POI Matching

作者：Zixuan Yuan,Hao Liu,Yanchi Liu,Denghui Zhang,Fei Yi,Nengjun Zhu,Hui Xiong

链接：https://www.aminer.cn/pub/5f0277e911dc830562231df4/

2Spatial 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/

3Reinforcement 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/

4Learning 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/

5Neural 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/

6Time 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/

7Video 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/

8User-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

1Learning 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/

2Neural 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/

3MaHRL: 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/

4Multiplex 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/

5Towards 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/

6Time 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/

7User-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

1Automated 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/

2AutoGroup: 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/

3QuAChIE: 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/

1A 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/

2DCDIR: 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