Main » SIGIR » 2020 »

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

Jimmy X. Huang, Yi Chang, Xueqi Cheng, Jaap Kamps, Vanessa Murdock, Ji-Rong Wen, Yiqun Liu (Editors)


Anthology ID:
2020.sigirconf_conference-2020
Year:
2020
Venue:
sigirconf_conference
Publisher:
ACM
URL:
https://doi.org/10.1145/3397271
DOI:
10.1145/3397271
DBLP:
conf/sigir/2020
BibTeX:
Download

doi dblp
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp
The Next Generation of Neural Networks
Geoffrey E. Hinton

doi dblp
Proof by Experimentation? Towards Better IR Research
Norbert Fuhr

doi dblp
Coopetition in IR Research
Ellen M. Voorhees

doi dblp
On Presuppositions of Machine Learning: A Meta Theory
Zongben Xu

doi dblp
How Deep Learning Works for Information Retrieval
Dacheng Tao

doi dblp
From Information to Assistance
Elizabeth F. Churchill

doi dblp
The New TREC Track on Podcast Search and Summarization
Rosie Jones

doi dblp
Large-scale Multi-modal Search and QA at Alibaba
Rong Jin

doi dblp
Training Effective Neural CLIR by Bridging the Translation Gap
Hamed R. Bonab | Sheikh Muhammad Sarwar | James Allan

doi dblp
A Quantum Interference Inspired Neural Matching Model for Ad-hoc Retrieval
Yongyu Jiang | Peng Zhang | Hui Gao | Dawei Song

doi dblp
A Deep Recurrent Survival Model for Unbiased Ranking
Jiarui Jin | Yuchen Fang | Weinan Zhang | Kan Ren | Guorui Zhou | Jian Xu | Yong Yu | Jun Wang | Xiaoqiang Zhu | Kun Gai

doi dblp
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT
Omar Khattab | Matei Zaharia

doi dblp
Efficient Document Re-Ranking for Transformers by Precomputing Term Representations
Sean MacAvaney | Franco Maria Nardini | Raffaele Perego | Nicola Tonellotto | Nazli Goharian | Ophir Frieder

doi dblp
A Reinforcement Learning Framework for Relevance Feedback
Ali Montazeralghaem | Hamed Zamani | James Allan

doi dblp
Fairness-Aware Explainable Recommendation over Knowledge Graphs
Zuohui Fu | Yikun Xian | Ruoyuan Gao | Jieyu Zhao | Qiaoying Huang | Yingqiang Ge | Shuyuan Xu | Shijie Geng | Chirag Shah | Yongfeng Zhang | Gerard de Melo

doi dblp
Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View
Jibing Gong | Shen Wang | Jinlong Wang | Wenzheng Feng | Hao Peng | Jie Tang | Philip S. Yu

doi dblp
Sequential Recommendation with Self-Attentive Multi-Adversarial Network
Ruiyang Ren | Zhaoyang Liu | Yaliang Li | Wayne Xin Zhao | Hui Wang | Bolin Ding | Ji-Rong Wen

doi dblp
MVIN: Learning Multiview Items for Recommendation
Chang-You Tai | Meng-Ru Wu | Yun-Wei Chu | Shao-Yu Chu | Lun-Wei Ku

doi dblp
Make It a Chorus: Knowledge- and Time-aware Item Modeling for Sequential Recommendation
Chenyang Wang | Min Zhang | Weizhi Ma | Yiqun Liu | Shaoping Ma

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

doi dblp
Pairwise View Weighted Graph Network for View-based 3D Model Retrieval
Zan Gao | Yin-Ming Li | Weili Guan | Weizhi Nie | Zhiyong Cheng | Anan Liu

doi dblp
Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning
Zheng Gao | Hongsong Li | Zhuoren Jiang | Xiaozhong Liu

doi dblp
BiANE: Bipartite Attributed Network Embedding
Wentao Huang | Yuchen Li | Yuan Fang | Ju Fan | Hongxia Yang

doi dblp
Hierarchical Fashion Graph Network for Personalized Outfit Recommendation
Xingchen Li | Xiang Wang | Xiangnan He | Long Chen | Jun Xiao | Tat-Seng Chua

doi dblp
Global Context Enhanced Graph Neural Networks for Session-based Recommendation
Ziyang Wang | Wei Wei | Gao Cong | Xiao-Li Li | Xianling Mao | Minghui Qiu

doi dblp
Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning
Sijin Zhou | Xinyi Dai | Haokun Chen | Weinan Zhang | Kan Ren | Ruiming Tang | Xiuqiang He | Yong Yu

doi dblp
Jointly Non-Sampling Learning for Knowledge Graph Enhanced Recommendation
Chong Chen | Min Zhang | Weizhi Ma | Yiqun Liu | Shaoping Ma

doi dblp
AutoGroup: Automatic Feature Grouping for Modelling Explicit High-Order Feature Interactions in CTR Prediction
Bin Liu | Niannan Xue | Huifeng Guo | Ruiming Tang | Stefanos Zafeiriou | Xiuqiang He | Zhenguo Li

doi dblp
KERL: A Knowledge-Guided Reinforcement Learning Model for Sequential Recommendation
Pengfei Wang | Yu Fan | Long Xia | Wayne Xin Zhao | Shaozhang Niu | Jimmy X. Huang

doi dblp
CKAN: Collaborative Knowledge-aware Attentive Network for Recommender Systems
Ze Wang | Guangyan Lin | Huobin Tan | Qinghong Chen | Xiyang Liu

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

doi dblp
Leveraging Demonstrations for Reinforcement Recommendation Reasoning over Knowledge Graphs
Kangzhi Zhao | Xiting Wang | Yuren Zhang | Li Zhao | Zheng Liu | Chunxiao Xing | Xing Xie

doi dblp
Incorporating Scenario Knowledge into A Unified Fine-tuning Architecture for Event Representation
Jianming Zheng | Fei Cai | Honghui Chen

doi dblp
Ranking-Incentivized Quality Preserving Content Modification
Gregory Goren | Oren Kurland | Moshe Tennenholtz | Fiana Raiber

doi dblp
On Understanding Data Worker Interaction Behaviors
Lei Han | Tianwa Chen | Gianluca Demartini | Marta Indulska | Shazia W. Sadiq

doi dblp
Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention
Guoxiu He | Yangyang Kang | Zhuoren Jiang | Jiawei Liu | Changlong Sun | Xiaozhong Liu | Wei Lu

doi dblp
Octopus: Comprehensive and Elastic User Representation for the Generation of Recommendation Candidates
Zheng Liu | Jianxun Lian | Junhan Yang | Defu Lian | Xing Xie

doi dblp
The Cortical Activity of Graded Relevance
Zuzana Pinkosova | William J. McGeown | Yashar Moshfeghi

doi dblp
Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback
Yuta Saito

doi dblp
Beyond User Embedding Matrix: Learning to Hash for Modeling Large-Scale Users in Recommendation
Shaoyun Shi | Weizhi Ma | Min Zhang | Yongfeng Zhang | Xinxing Yu | Houzhi Shan | Yiqun Liu | Shaoping Ma

doi dblp
Measuring Recommendation Explanation Quality: The Conflicting Goals of Explanations
Krisztian Balog | Filip Radlinski

doi dblp
Bayesian Inferential Risk Evaluation On Multiple IR Systems
Rodger Benham | Ben Carterette | J. Shane Culpepper | Alistair Moffat

doi dblp
How to Measure the Reproducibility of System-oriented IR Experiments
Timo Breuer | Nicola Ferro | Norbert Fuhr | Maria Maistro | Tetsuya Sakai | Philipp Schaer | Ian Soboroff

doi dblp
Good Evaluation Measures based on Document Preferences
Tetsuya Sakai | Zhaohao Zeng

doi dblp
Preference-based Evaluation Metrics for Web Image Search
Xiaohui Xie | Jiaxin Mao | Yiqun Liu | Maarten de Rijke | Haitian Chen | Min Zhang | Shaoping Ma

doi dblp
Models Versus Satisfaction: Towards a Better Understanding of Evaluation Metrics
Fan Zhang | Jiaxin Mao | Yiqun Liu | Xiaohui Xie | Weizhi Ma | Min Zhang | Shaoping Ma

doi dblp
Cascade or Recency: Constructing Better Evaluation Metrics for Session Search
Fan Zhang | Jiaxin Mao | Yiqun Liu | Weizhi Ma | Min Zhang | Shaoping Ma

doi dblp
Operationalizing the Legal Principle of Data Minimization for Personalization
Asia J. Biega | Peter Potash | Hal Daumé III | Fernando Diaz | Michèle Finck

doi dblp
Learning Personalized Risk Preferences for Recommendation
Yingqiang Ge | Shuyuan Xu | Shuchang Liu | Zuohui Fu | Fei Sun | Yongfeng Zhang

doi dblp
Certifiable Robustness to Discrete Adversarial Perturbations for Factorization Machines
Yang Liu | Xianzhuo Xia | Liang Chen | Xiangnan He | Carl Yang | Zibin Zheng

doi dblp
Controlling Fairness and Bias in Dynamic Learning-to-Rank
Marco Morik | Ashudeep Singh | Jessica Hong | Thorsten Joachims

doi dblp
Can The Crowd Identify Misinformation Objectively?: The Effects of Judgment Scale and Assessor's Background
Kevin Roitero | Michael Soprano | Shaoyang Fan | Damiano Spina | Stefano Mizzaro | Gianluca Demartini

doi dblp
Measuring and Mitigating Item Under-Recommendation Bias in Personalized Ranking Systems
Ziwei Zhu | Jianling Wang | James Caverlee

doi dblp
What Makes a Top-Performing Precision Medicine Search Engine?: Tracing Main System Features in a Systematic Way
Erik Faessler | Michel Oleynik | Udo Hahn

doi dblp
Accelerated Convergence for Counterfactual Learning to Rank
Rolf Jagerman | Maarten de Rijke

doi dblp
DVGAN: A Minimax Game for Search Result Diversification Combining Explicit and Implicit Features
Jiongnan Liu | Zhicheng Dou | Xiaojie Wang | Shuqi Lu | Ji-Rong Wen

doi dblp
Policy-Aware Unbiased Learning to Rank for Top-k Rankings
Harrie Oosterhuis | Maarten de Rijke

doi dblp
SetRank: Learning a Permutation-Invariant Ranking Model for Information Retrieval
Liang Pang | Jun Xu | Qingyao Ai | Yanyan Lan | Xueqi Cheng | Jirong Wen

doi dblp
Reinforcement Learning to Rank with Pairwise Policy Gradient
Jun Xu | Zeng Wei | Long Xia | Yanyan Lan | Dawei Yin | Xueqi Cheng | Ji-Rong Wen

doi dblp
Humor Detection in Product Question Answering Systems
Yftah Ziser | Elad Kravi | David Carmel

doi dblp
Training Curricula for Open Domain Answer Re-Ranking
Sean MacAvaney | Franco Maria Nardini | Raffaele Perego | Nicola Tonellotto | Nazli Goharian | Ophir Frieder

doi dblp
Open-Retrieval Conversational Question Answering
Chen Qu | Liu Yang | Cen Chen | Minghui Qiu | W. Bruce Croft | Mohit Iyyer

doi dblp
Learning to Ask Screening Questions for Job Postings
Baoxu Shi | Shan Li | Jaewon Yang | Mustafa Emre Kazdagli | Qi He

doi dblp
Match^2: A Matching over Matching Model for Similar Question Identification
Zizhen Wang | Yixing Fan | Jiafeng Guo | Liu Yang | Ruqing Zhang | Yanyan Lan | Xueqi Cheng | Hui Jiang | Xiaozhao Wang

doi dblp
Answer Ranking for Product-Related Questions via Multiple Semantic Relations Modeling
Wenxuan Zhang | Yang Deng | Wai Lam

doi dblp
ESAM: Discriminative Domain Adaptation with Non-Displayed Items to Improve Long-Tail Performance
Zhihong Chen | Rong Xiao | Chenliang Li | Gangfeng Ye | Haochuan Sun | Hongbo Deng

doi dblp
Table Search Using a Deep Contextualized Language Model
Zhiyu Chen | Mohamed Trabelsi | Jeff Heflin | Yinan Xu | Brian D. Davison

doi dblp
Convolutional Embedding for Edit Distance
Xinyan Dai | Xiao Yan | Kaiwen Zhou | Yuxuan Wang | Han Yang | James Cheng

doi dblp
ASiNE: Adversarial Signed Network Embedding
Yeon-Chang Lee | Nayoun Seo | Kyungsik Han | Sang-Wook Kim

doi dblp
Efficient Graph Query Processing over Geo-Distributed Datacenters
Ye Yuan | Delong Ma | Zhenyu Wen | Yuliang Ma | Guoren Wang | Lei Chen

doi dblp
Spatio-Temporal Dual Graph Attention Network for Query-POI Matching
Zixuan Yuan | Hao Liu | Yanchi Liu | Denghui Zhang | Fei Yi | Nengjun Zhu | Hui Xiong

doi dblp
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation
Xiangnan He | Kuan Deng | Xiang Wang | Yan Li | Yong-Dong Zhang | Meng Wang

doi dblp
GAME: Learning Graphical and Attentive Multi-view Embeddings for Occasional Group Recommendation
Zhixiang He | Chi-Yin Chow | Jia-Dong Zhang

doi dblp
Multi-behavior Recommendation with Graph Convolutional Networks
Bowen Jin | Chen Gao | Xiangnan He | Depeng Jin | Yong Li

doi dblp
GAG: Global Attributed Graph Neural Network for Streaming Session-based Recommendation
Ruihong Qiu | Hongzhi Yin | Zi Huang | Tong Chen

doi dblp
Joint Item Recommendation and Attribute Inference: An Adaptive Graph Convolutional Network Approach
Le Wu | Yonghui Yang | Kun Zhang | Richang Hong | Yanjie Fu | Meng Wang

doi dblp
GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Detection
Shijie Zhang | Hongzhi Yin | Tong Chen | Quoc Viet Hung Nguyen | Zi Huang | Lizhen Cui

doi dblp
Using Phoneme Representations to Build Predictive Models Robust to ASR Errors
Anjie Fang | Simone Filice | Nut Limsopatham | Oleg Rokhlenko

doi dblp
Knowledge Enhanced Personalized Search
Shuqi Lu | Zhicheng Dou | Chenyan Xiong | Xiaojie Wang | Ji-Rong Wen

doi dblp
Streaming Graph Neural Networks
Yao Ma | Ziyi Guo | Zhaochun Ren | Jiliang Tang | Dawei Yin

doi dblp
An Eye Tracking Study of Web Search by People With and Without Dyslexia
Srishti Palani | Adam Fourney | Shane Williams | Kevin Larson | Irina Spiridonova | Meredith Ringel Morris

doi dblp
DGL-KE: Training Knowledge Graph Embeddings at Scale
Da Zheng | Xiang Song | Chao Ma | Zeyuan Tan | Zihao Ye | Jin Dong | Hao Xiong | Zheng Zhang | George Karypis

doi dblp
Neural Interactive Collaborative Filtering
Lixin Zou | Long Xia | Yulong Gu | Xiangyu Zhao | Weidong Liu | Jimmy Xiangji Huang | Dawei Yin

doi dblp
Fashion Compatibility Modeling through a Multi-modal Try-on-guided Scheme
Xue Dong | Jianlong Wu | Xuemeng Song | Hongjun Dai | Liqiang Nie

doi dblp
Spatial Object Recommendation with Hints: When Spatial Granularity Matters
Hui Luo | Jingbo Zhou | Zhifeng Bao | Shuangli Li | J. Shane Culpepper | Haochao Ying | Hao Liu | Hui Xiong

doi dblp
Product Bundle Identification using Semi-Supervised Learning
Hen Tzaban | Ido Guy | Asnat Greenstein-Messica | Arnon Dagan | Lior Rokach | Bracha Shapira

doi dblp
Coding Electronic Health Records with Adversarial Reinforcement Path Generation
Shanshan Wang | Pengjie Ren | Zhumin Chen | Zhaochun Ren | Jian-Yun Nie | Jun Ma | Maarten de Rijke

doi dblp
Degree-Aware Alignment for Entities in Tail
Weixin Zeng | Xiang Zhao | Wei Wang | Jiuyang Tang | Zhen Tan

doi dblp
Regional Relation Modeling for Visual Place Recognition
Yingying Zhu | Biao Li | Jiong Wang | Zhou Zhao

doi dblp
A General Knowledge Distillation Framework for Counterfactual Recommendation via Uniform Data
Dugang Liu | Pengxiang Cheng | Zhenhua Dong | Xiuqiang He | Weike Pan | Zhong Ming

doi dblp
Agreement and Disagreement between True and False-Positive Metrics in Recommender Systems Evaluation
Elisa Mena-Maldonado | Rocío Cañamares | Pablo Castells | Yongli Ren | Mark Sanderson

doi dblp
Leveraging Social Media for Medical Text Simplification
Nikhil Pattisapu | Nishant Prabhu | Smriti Bhati | Vasudeva Varma

doi dblp
Sampler Design for Implicit Feedback Data by Noisy-label Robust Learning
Wenhui Yu | Zheng Qin

doi dblp
MaHRL: Multi-goals Abstraction Based Deep Hierarchical Reinforcement Learning for Recommendations
Dongyang Zhao | Liang Zhang | Bo Zhang | Lizhou Zheng | Yongjun Bao | Weipeng Yan

doi dblp
Towards Question-based Recommender Systems
Jie Zou | Yifan Chen | Evangelos Kanoulas

doi dblp
Try This Instead: Personalized and Interpretable Substitute Recommendation
Tong Chen | Hongzhi Yin | Guanhua Ye | Zi Huang | Yang Wang | Meng Wang

doi dblp
Towards Linking Camouflaged Descriptions to Implicit Products in E-commerce
Longtao Huang | Bo Yuan | Rong Zhang | Quan Lu

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

doi dblp
Query Resolution for Conversational Search with Limited Supervision
Nikos Voskarides | Dan Li | Pengjie Ren | Evangelos Kanoulas | Maarten de Rijke

doi dblp
Self-Supervised Reinforcement Learning for Recommender Systems
Xin Xin | Alexandros Karatzoglou | Ioannis Arapakis | Joemon M. Jose

doi dblp
Generative Attribute Manipulation Scheme for Flexible Fashion Search
Xin Yang | Xuemeng Song | Xianjing Han | Haokun Wen | Jie Nie | Liqiang Nie

doi dblp
How Dataset Characteristics Affect the Robustness of Collaborative Recommendation Models
Yashar Deldjoo | Tommaso Di Noia | Eugenio Di Sciascio | Felice Antonio Merra

doi dblp
DPLCF: Differentially Private Local Collaborative Filtering
Chen Gao | Chao Huang | Dongsheng Lin | Depeng Jin | Yong Li

doi dblp
Content-aware Neural Hashing for Cold-start Recommendation
Casper Hansen | Christian Hansen | Jakob Grue Simonsen | Stephen Alstrup | Christina Lioma

doi dblp
Meta Matrix Factorization for Federated Rating Predictions
Yujie Lin | Pengjie Ren | Zhumin Chen | Zhaochun Ren | Dongxiao Yu | Jun Ma | Maarten de Rijke | Xiuzhen Cheng

doi dblp
The Impact of More Transparent Interfaces on Behavior in Personalized Recommendation
Tobias Schnabel | Saleema Amershi | Paul N. Bennett | Peter Bailey | Thorsten Joachims

doi dblp
Disentangled Graph Collaborative Filtering
Xiang Wang | Hongye Jin | An Zhang | Xiangnan He | Tong Xu | Tat-Seng Chua

doi dblp
Domain-Adaptive Neural Automated Essay Scoring
Yue Cao | Hanqi Jin | Xiaojun Wan | Zhiwei Yu

doi dblp
ADORE: Aspect Dependent Online REview Labeling for Review Generation
Parisa Kaghazgaran | Jianling Wang | Ruihong Huang | James Caverlee

doi dblp
Finding the Best of Both Worlds: Faster and More Robust Top-k Document Retrieval
Omar Khattab | Mohammad Hammoud | Tamer Elsayed

doi dblp
Recommending Podcasts for Cold-Start Users Based on Music Listening and Taste
Zahra Nazari | Christophe Charbuillet | Johan Pages | Martin Laurent | Denis Charrier | Briana Vecchione | Ben Carterette

doi dblp
Learning with Weak Supervision for Email Intent Detection
Kai Shu | Subhabrata Mukherjee | Guoqing Zheng | Ahmed Hassan Awadallah | Milad Shokouhi | Susan T. Dumais

doi dblp
3D Self-Attention for Unsupervised Video Quantization
Jingkuan Song | Ruimin Lang | Xiaosu Zhu | Xing Xu | Lianli Gao | Heng Tao Shen

doi dblp
Modeling Personalized Item Frequency Information for Next-basket Recommendation
Haoji Hu | Xiangnan He | Jinyang Gao | Zhi-Li Zhang

doi dblp
Transfer Learning via Contextual Invariants for One-to-Many Cross-Domain Recommendation
Adit Krishnan | Mahashweta Das | Mangesh Bendre | Hao Yang | Hari Sundaram

doi dblp
Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation
Wenjing Meng | Deqing Yang | Yanghua Xiao

doi dblp
Next-item Recommendation with Sequential Hypergraphs
Jianling Wang | Kaize Ding | Liangjie Hong | Huan Liu | James Caverlee

doi dblp
Encoding History with Context-aware Representation Learning for Personalized Search
Yujia Zhou | Zhicheng Dou | Ji-Rong Wen

doi dblp
Recommendation for New Users and New Items via Randomized Training and Mixture-of-Experts Transformation
Ziwei Zhu | Shahin Sefati | Parsa Saadatpanah | James Caverlee

doi dblp
Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search
Helia Hashemi | Hamed Zamani | W. Bruce Croft

doi dblp
Investigating Reference Dependence Effects on User Search Interaction and Satisfaction: A Behavioral Economics Perspective
Jiqun Liu | Fangyuan Han

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

doi dblp
What If Bots Feel Moods?
Lisong Qiu | Yingwai Shiu | Pingping Lin | Ruihua Song | Yue Liu | Dongyan Zhao | Rui Yan

doi dblp
Expressions of Style in Information Seeking Conversation with an Agent
Paul Thomas | Daniel McDuff | Mary Czerwinski | Nick Craswell

doi dblp
Analyzing and Learning from User Interactions for Search Clarification
Hamed Zamani | Bhaskar Mitra | Everest Chen | Gord Lueck | Fernando Diaz | Paul N. Bennett | Nick Craswell | Susan T. Dumais

doi dblp
A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss
Hou Pong Chan | Wang Chen | Irwin King

doi dblp
Enhancing Text Classification via Discovering Additional Semantic Clues from Logograms
Chen Qian | Fuli Feng | Lijie Wen | Li Lin | Tat-Seng Chua

doi dblp
Learning to Transfer Graph Embeddings for Inductive Graph based Recommendation
Le Wu | Yonghui Yang | Lei Chen | Defu Lian | Richang Hong | Meng Wang

doi dblp
Web-to-Voice Transfer for Product Recommendation on Voice
Rongting Zhang | Jie Yang

doi dblp
Minimally Supervised Categorization of Text with Metadata
Yu Zhang | Yu Meng | Jiaxin Huang | Frank F. Xu | Xuan Wang | Jiawei Han

doi dblp
Joint Aspect-Sentiment Analysis with Minimal User Guidance
Honglei Zhuang | Fang Guo | Chao Zhang | Liyuan Liu | Jiawei Han

doi dblp
AR-CF: Augmenting Virtual Users and Items in Collaborative Filtering for Addressing Cold-Start Problems
Dong-Kyu Chae | Jihoo Kim | Duen Horng Chau | Sang-Wook Kim

doi dblp
Studying Product Competition Using Representation Learning
Fanglin Chen | Xiao Liu | Davide Proserpio | Isamar Troncoso | Feiyu Xiong

doi dblp
Deep Critiquing for VAE-based Recommender Systems
Kai Luo | Hojin Yang | Ga Wu | Scott Sanner

doi dblp
GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation
Aravind Sankar | Yanhong Wu | Yuhang Wu | Wei Zhang | Hao Yang | Hari Sundaram

doi dblp
Neighbor Interaction Aware Graph Convolution Networks for Recommendation
Jianing Sun | Yingxue Zhang | Wei Guo | Huifeng Guo | Ruiming Tang | Xiuqiang He | Chen Ma | Mark Coates

doi dblp
A Generic Network Compression Framework for Sequential Recommender Systems
Yang Sun | Fajie Yuan | Min Yang | Guoao Wei | Zhou Zhao | Duo Liu

doi dblp
Learning Efficient Representations of Mouse Movements to Predict User Attention
Ioannis Arapakis | Luis A. Leiva

doi dblp
Query Reformulation in E-Commerce Search
Sharon Hirsch | Ido Guy | Alexander Nus | Arnon Dagan | Oren Kurland

doi dblp
Generating Images Instead of Retrieving Them: Relevance Feedback on Generative Adversarial Networks
Antti Ukkonen | Pyry Joona | Tuukka Ruotsalo

doi dblp
Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval
Xun Yang | Jianfeng Dong | Yixin Cao | Xun Wang | Meng Wang | Tat-Seng Chua

doi dblp
Nonlinear Robust Discrete Hashing for Cross-Modal Retrieval
Zhan Yang | Jun Long | Lei Zhu | Wenti Huang

doi dblp
Employing Personal Word Embeddings for Personalized Search
Jing Yao | Zhicheng Dou | Ji-Rong Wen

doi dblp
Query Rewriting for Voice Shopping Null Queries
Iftah Gamzu | Marina Haikin | Nissim Halabi

doi dblp
Joint-modal Distribution-based Similarity Hashing for Large-scale Unsupervised Deep Cross-modal Retrieval
Song Liu | Shengsheng Qian | Yang Guan | Jiawei Zhan | Long Ying

doi dblp
Learning Colour Representations of Search Queries
Paridhi Maheshwari | Manoj Ghuhan | Vishwa Vinay

doi dblp
Web Table Retrieval using Multimodal Deep Learning
Roee Shraga | Haggai Roitman | Guy Feigenblat | Mustafa Canim

doi dblp
Online Collective Matrix Factorization Hashing for Large-Scale Cross-Media Retrieval
Di Wang | Quan Wang | Yaqiang An | Xinbo Gao | Yumin Tian

doi dblp
Correlated Features Synthesis and Alignment for Zero-shot Cross-modal Retrieval
Xing Xu | Kaiyi Lin | Huimin Lu | Lianli Gao | Heng Tao Shen

doi dblp
HME: A Hyperbolic Metric Embedding Approach for Next-POI Recommendation
Shanshan Feng | Lucas Vinh Tran | Gao Cong | Lisi Chen | Jing Li | Fan Li

doi dblp
Dual Sequential Network for Temporal Sets Prediction
Leilei Sun | Yansong Bai | Bowen Du | Chuanren Liu | Hui Xiong | Weifeng Lv

doi dblp
Group-Aware Long- and Short-Term Graph Representation Learning for Sequential Group Recommendation
Wen Wang | Wei Zhang | Jun Rao | Zhijie Qiu | Bo Zhang | Leyu Lin | Hongyuan Zha

doi dblp
Time Matters: Sequential Recommendation with Complex Temporal Information
Wenwen Ye | Shuaiqiang Wang | Xu Chen | Xuepeng Wang | Zheng Qin | Dawei Yin

doi dblp
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation
Fajie Yuan | Xiangnan He | Alexandros Karatzoglou | Liguang Zhang

doi dblp
How to Retrain Recommender System?: A Sequential Meta-Learning Method
Yang Zhang | Fuli Feng | Chenxu Wang | Xiangnan He | Meng Wang | Yan Li | Yongdong Zhang

doi dblp
Dynamic Clustering with Discrete Time Event Prediction
Karan Aggarwal | Georgios Theocharous | Anup B. Rao

doi dblp
Leveraging Transitions of Emotions for Sarcasm Detection
Ameeta Agrawal | Aijun An | Manos Papagelis

doi dblp
JointMap: Joint Query Intent Understanding For Modeling Intent Hierarchies in E-commerce Search
Ali Ahmadvand | Surya Kallumadi | Faizan Javed | Eugene Agichtein

doi dblp
Choppy: Cut Transformer for Ranked List Truncation
Dara Bahri | Yi Tay | Che Zheng | Donald Metzler | Andrew Tomkins

doi dblp
Studying Ransomware Attacks Using Web Search Logs
Chetan Bansal | Pantazis Deligiannis | Chandra Shekhar Maddila | Nikitha Rao

doi dblp
A Transformer-based Embedding Model for Personalized Product Search
Keping Bi | Qingyao Ai | W. Bruce Croft

doi dblp
Balancing Reinforcement Learning Training Experiences in Interactive Information Retrieval
Limin Chen | Zhiwen Tang | Grace Hui Yang

doi dblp
Metadata Matters in User Engagement Prediction
Xiang Chen | Saayan Mitra | Viswanathan Swaminathan

doi dblp
Context-Aware Term Weighting For First Stage Passage Retrieval
Zhuyun Dai | Jamie Callan

doi dblp
Summarizing and Exploring Tabular Data in Conversational Search
Shuo Zhang | Zhuyun Dai | Krisztian Balog | Jamie Callan

doi dblp
Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification
Xin Dong | Yaxin Zhu | Yupeng Zhang | Zuohui Fu | Dongkuan Xu | Sen Yang | Gerard de Melo

doi dblp
Response Quality in Human-Chatbot Collaborative Systems
Jiepu Jiang | Naman Ahuja

doi dblp
High-Precision Extraction of Emerging Concepts from Scientific Literature
Daniel King | Doug Downey | Daniel S. Weld

doi dblp
Video Recommendation with Multi-gate Mixture of Experts Soft Actor Critic
Dingcheng Li | Xu Li | Jun Wang | Ping Li

doi dblp
Auto-annotation for Voice-enabled Entertainment Systems
Wenyan Li | Ferhan Türe

doi dblp
Domain Adaptation with Reconstruction for Disaster Tweet Classification
Xukun Li | Doina Caragea

doi dblp
Recipe Retrieval with Visual Query of Ingredients
Yen-Chieh Lien | Hamed Zamani | W. Bruce Croft

doi dblp
Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection
Zhiwei Liu | Yingtong Dou | Philip S. Yu | Yutong Deng | Hao Peng

doi dblp
Expansion via Prediction of Importance with Contextualization
Sean MacAvaney | Franco Maria Nardini | Raffaele Perego | Nicola Tonellotto | Nazli Goharian | Ophir Frieder

doi dblp
Reranking for Efficient Transformer-based Answer Selection
Yoshitomo Matsubara | Thuy Vu | Alessandro Moschitti

doi dblp
Combining Contextualized and Non-contextualized Query Translations to Improve CLIR
Suraj Nair | Petra Galuscáková | Douglas W. Oard

doi dblp
Proactive Suggestion Generation: Data and Methods for Stepwise Task Assistance
Elnaz Nouri | Robert Sim | Adam Fourney | Ryen W. White

doi dblp
Contextual Re-Ranking with Behavior Aware Transformers
Chen Qu | Chenyan Xiong | Yizhe Zhang | Corby Rosset | W. Bruce Croft | Paul N. Bennett

doi dblp
Towards Explainable Retrieval Models for Precision Medicine Literature Search
Jiaming Qu | Jaime Arguello | Yue Wang

doi dblp
Search Result Explanations Improve Efficiency and Trust
Jerome Ramos | Carsten Eickhoff

doi dblp
Query by Example for Cross-Lingual Event Retrieval
Sheikh Muhammad Sarwar | James Allan

doi dblp
A Test Collection for Relevance and Sensitivity
Mahmoud F. Sayed | William Cox | Jonah Lynn Rivera | Caitlin Christian-Lamb | Modassir Iqbal | Douglas W. Oard | Katie Shilton

doi dblp
A Study of Methods for the Generation of Domain-Aware Word Embeddings
Dominic Seyler | ChengXiang Zhai

doi dblp
Predicting Entity Popularity to Improve Spoken Entity Recognition by Virtual Assistants
Christophe Van Gysel | Manos Tsagkias | Ernest Pusateri | Ilya Oparin

doi dblp
Data Poisoning Attacks against Differentially Private Recommender Systems
Soumya Wadhwa | Saurabh Agrawal | Harsh Chaudhari | Deepthi Sharma | Kannan Achan

doi dblp
Immersive Search: Using Virtual Reality to Examine How a Third Dimension Impacts the Searching Process
Austin R. Ward | Robert G. Capra

doi dblp
Having Your Cake and Eating it Too: Training Neural Retrieval for Language Inference without Losing Lexical Match
Vikas Yadav | Steven Bethard | Mihai Surdeanu

doi dblp
Neural Concept Map Generation for Effective Document Classification with Interpretable Structured Summarization
Carl Yang | Jieyu Zhang | Haonan Wang | Bangzheng Li | Jiawei Han

doi dblp
A Case Study of Multi-class Classification with Diversified Precision Recall Requirements for Query Disambiguation
Yingrui Yang | Christopher Miller | Peng Jiang | Azadeh Moghtaderi

doi dblp
A Study of Neural Matching Models for Cross-lingual IR
Puxuan Yu | James Allan

doi dblp
Social Media User Geolocation via Hybrid Attention
Cheng Zheng | Jyun-Yu Jiang | Yichao Zhou | Sean D. Young | Wei Wang

doi dblp
Personalized Query Suggestions
Jianling Zhong | Weiwei Guo | Huiji Gao | Bo Long

doi dblp
Feature Transformation for Neural Ranking Models
Honglei Zhuang | Xuanhui Wang | Michael Bendersky | Marc Najork

doi dblp
MetaGen: An academic Meta-review Generation system
Chaitanya Bhatia | Tribikram Pradhan | Sukomal Pal

doi dblp
Hier-SPCNet: A Legal Statute Hierarchy-based Heterogeneous Network for Computing Legal Case Document Similarity
Paheli Bhattacharya | Kripabandhu Ghosh | Arindam Pal | Saptarshi Ghosh

doi dblp
DCDIR: A Deep Cross-Domain Recommendation System for Cold Start Users in Insurance Domain
Ye Bi | Liqiang Song | Mengqiu Yao | Zhenyu Wu | Jianming Wang | Jing Xiao

doi dblp
A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension
Jie Cai | Zhengzhou Zhu | Ping Nie | Qian Liu

doi dblp
Adversarial Attacks and Detection on Reinforcement Learning-Based Interactive Recommender Systems
Yuanjiang Cao | Xiaocong Chen | Lina Yao | Xianzhi Wang | Wei Emma Zhang

doi dblp
Bundle Recommendation with Graph Convolutional Networks
Jianxin Chang | Chen Gao | Xiangnan He | Depeng Jin | Yong Li

doi dblp
Re-ranking Answer Selection with Similarity Aggregation
Dong Chen | Shaoliang Peng | Kenli Li | Ying Xu | Jinling Zhang | Xiaolan Xie

doi dblp
JIT2R: A Joint Framework for Item Tagging and Tag-based Recommendation
Xu Chen | Changying Du | Xiuqiang He | Jun Wang

doi dblp
Attending to Inter-sentential Features in Neural Text Classification
Billy Chiu | Sunil Kumar Sahu | Neha Sengupta | Derek Thomas | Mohammady Mahdy

doi dblp
Retrieving Potential Causes from a Query Event
Suchana Datta | Debasis Ganguly | Dwaipayan Roy | Francesca Bonin | Charles Jochim | Mandar Mitra

doi dblp
Bridging Hierarchical and Sequential Context Modeling for Question-driven Extractive Answer Summarization
Yang Deng | Wenxuan Zhang | Yaliang Li | Min Yang | Wai Lam | Ying Shen

doi dblp
MGNN: A Multimodal Graph Neural Network for Predicting the Survival of Cancer Patients
Jianliang Gao | Tengfei Lyu | Fan Xiong | Jianxin Wang | Weimao Ke | Zhao Li

doi dblp
Deep Neural Matching Models for Graph Retrieval
Kunal Goyal | Utkarsh Gupta | Abir De | Soumen Chakrabarti

doi dblp
Session-based Recommendation with Hierarchical Leaping Networks
Cheng Guo | Mengfei Zhang | Jinyun Fang | Jiaqi Jin | Mao Pan

doi dblp
Multi-Branch Convolutional Network for Context-Aware Recommendation
Wei Guo | Can Zhang | Huifeng Guo | Ruiming Tang | Xiuqiang He

doi dblp
Predicting Session Length for Product Search on E-commerce Platform
Shashank Gupta | Subhadeep Maji

doi dblp
Dynamic Link Prediction by Integrating Node Vector Evolution and Local Neighborhood Representation
Xiaorong Hao | Tao Lian | Li Wang

doi dblp
Nonintrusive-Sensing and Reinforcement-Learning Based Adaptive Personalized Music Recommendation
Daocheng Hong | Yang Li | Qiwen Dong

doi dblp
Residual-Duet Network with Tree Dependency Representation for Chinese Question-Answering Sentiment Analysis
Guangyi Hu | Chongyang Shi | Shufeng Hao | Yu Bai

doi dblp
Neural Mathematical Solver with Enhanced Formula Structure
Zhenya Huang | Qi Liu | Weibo Gao | Jinze Wu | Yu Yin | Hao Wang | Enhong Chen

doi dblp
Detecting Concept Drift In Medical Triage
Hamish Huggard | Yun Sing Koh | Gillian Dobbie | Edmond Zhang

doi dblp
Evidence Weighted Tree Ensembles for Text Classification
Md. Zahidul Islam | Jixue Liu | Jiuyong Li | Lin Liu | Wei Kang

doi dblp
Graph Regularization for Multi-lingual Topic Models
Arnav Kumar Jain | Gundeep Arora | Rahul Agrawal

doi dblp
Multi-Modal Summary Generation using Multi-Objective Optimization
Anubhav Jangra | Sriparna Saha | Adam Jatowt | Mohammad Hasanuzzaman

doi dblp
A Re-visit of the Popularity Baseline in Recommender Systems
Yitong Ji | Aixin Sun | Jie Zhang | Chenliang Li

doi dblp
Training Mixed-Objective Pointing Decoders for Block-Level Optimization in Search Recommendation
Harsh Kohli

doi dblp
Reinforcement Learning based Recommendation with Graph Convolutional Q-network
Yu Lei | Hongbin Pei | Hanqi Yan | Wenjie Li

doi dblp
Crowdsourced Text Sequence Aggregation based on Hybrid Reliability and Representation
Jiyi Li

doi dblp
MRIF: Multi-resolution Interest Fusion for Recommendation
Shihao Li | Dekun Yang | Bufeng Zhang

doi dblp
Joint Training Capsule Network for Cold Start Recommendation
Tingting Liang | Congying Xia | Yuyu Yin | Philip S. Yu

doi dblp
Copula Guided Neural Topic Modelling for Short Texts
Lihui Lin | Hongyu Jiang | Yanghui Rao

doi dblp
Soft Kernel-based Ranking on a Statistical Manifold
Xinshi Lin | Wai Lam

doi dblp
Multi-Level Multimodal Transformer Network for Multimodal Recipe Comprehension
Ao Liu | Shuai Yuan | Chenbin Zhang | Congjian Luo | Yaqing Liao | Kun Bai | Zenglin Xu

doi dblp
Chinese Document Classification with Bi-directional Convolutional Language Model
Bin Liu | Guosheng Yin

doi dblp
Neural Unified Review Recommendation with Cross Attention
Hongtao Liu | Wenjun Wang | Hongyan Xu | Qiyao Peng | Pengfei Jiao

doi dblp
GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning
Jianfeng Liu | Feiyang Pan | Ling Luo

doi dblp
CapableOf Reasoning: A Step Towards Commonsense Oracle
Jingping Liu | Yanghua Xiao | Ao Wang | Liang He | Bin Shao

doi dblp
Interactive Entity Linking Using Entity-Word Representations
Pei-Chi Lo | Ee-Peng Lim

doi dblp
Improving Contextual Language Models for Response Retrieval in Multi-Turn Conversation
Junyu Lu | Xiancong Ren | Yazhou Ren | Ao Liu | Zenglin Xu

doi dblp
Differentially Private Knowledge Distillation for Mobile Analytics
Lingjuan Lyu | Chi-Hua Chen

doi dblp
Towards Differentially Private Text Representations
Lingjuan Lyu | Yitong Li | Xuanli He | Tong Xiao

doi dblp
Large-scale Image Retrieval with Sparse Binary Projections
Changyi Ma | Chonglin Gu | Wenye Li | Shuguang Cui

doi dblp
Efficiency Implications of Term Weighting for Passage Retrieval
Joel M. Mackenzie | Zhuyun Dai | Luke Gallagher | Jamie Callan

doi dblp
Read what you need: Controllable Aspect-based Opinion Summarization of Tourist Reviews
Rajdeep Mukherjee | Hari Chandana Peruri | Uppada Vishnu | Pawan Goyal | Sourangshu Bhattacharya | Niloy Ganguly

doi dblp
DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding
Ping Nie | Yuyu Zhang | Xiubo Geng | Arun Ramamurthy | Le Song | Daxin Jiang

doi dblp
An Intent-guided Collaborative Machine for Session-based Recommendation
Zhiqiang Pan | Fei Cai | Yanxiang Ling | Maarten de Rijke

doi dblp
Rethinking Item Importance in Session-based Recommendation
Zhiqiang Pan | Fei Cai | Yanxiang Ling | Maarten de Rijke

doi dblp
MHM: Multi-modal Clinical Data based Hierarchical Multi-label Diagnosis Prediction
Zhi Qiao | Zhen Zhang | Xian Wu | Shen Ge | Wei Fan

doi dblp
How Useful are Reviews for Recommendation? A Critical Review and Potential Improvements
Noveen Sachdeva | Julian J. McAuley

doi dblp
Dual Learning Algorithm for Delayed Conversions
Yuta Saito | Gota Morishita | Shota Yasui

doi dblp
Evaluation of Cross Domain Text Summarization
Liam Scanlon | Shiwei Zhang | Xiuzhen Zhang | Mark Sanderson

doi dblp
Convolutional Knowledge Tracing: Modeling Individualization in Student Learning Process
Shuanghong Shen | Qi Liu | Enhong Chen | Han Wu | Zhenya Huang | Weihao Zhao | Yu Su | Haiping Ma | Shijin Wang

doi dblp
G2T: Generating Fluent Descriptions for Knowledge Graph
Yunzhou Shi | Zhiling Luo | Pengcheng Zhu | Feng Ji | Wei Zhou | Haiqing Chen | Yujiu Yang

doi dblp
Improving Matching Models with Hierarchical Contextualized Representations for Multi-turn Response Selection
Chongyang Tao | Wei Wu | Yansong Feng | Dongyan Zhao | Rui Yan

doi dblp
Visual Intents vs. Clicks, Likes, and Purchases in E-commerce
Riku Togashi | Tetsuya Sakai

doi dblp
MVL: Multi-View Learning for News Recommendation
T. Y. S. S. Santosh | Avirup Saha | Niloy Ganguly

doi dblp
Query/Task Satisfaction and Grid-based Evaluation Metrics Under Different Image Search Intents
Kosetsu Tsukuda | Masataka Goto

doi dblp
Learning Discriminative Joint Embeddings for Efficient Face and Voice Association
Rui Wang | Xin Liu | Yiu-ming Cheung | Kai Cheng | Nannan Wang | Wentao Fan

doi dblp
TFNet: Multi-Semantic Feature Interaction for CTR Prediction
Shu Wu | Feng Yu | Xueli Yu | Qiang Liu | Liang Wang | Tieniu Tan | Jie Shao | Fan Huang

doi dblp
Investigating Reading Behavior in Fine-grained Relevance Judgment
Zhijing Wu | Jiaxin Mao | Yiqun Liu | Min Zhang | Shaoping Ma

doi dblp
Neural Hierarchical Factorization Machines for User's Event Sequence Analysis
Dongbo Xi | Fuzhen Zhuang | Bowen Song | Yongchun Zhu | Shuai Chen | Dan Hong | Tao Chen | Xi Gu | Qing He

doi dblp
Label-Consistency based Graph Neural Networks for Semi-supervised Node Classification
Bingbing Xu | Junjie Huang | Liang Hou | Huawei Shen | Jinhua Gao | Xueqi Cheng

doi dblp
Symmetric Regularization based BERT for Pair-wise Semantic Reasoning
Weidi Xu | Xingyi Cheng | Kunlong Chen | Taifeng Wang

doi dblp
Deep Interest with Hierarchical Attention Network for Click-Through Rate Prediction
Weinan Xu | Hengxu He | Minshi Tan | Yunming Li | Jun Lang | Dongbai Guo

doi dblp
A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention
Deqing Yang | Zengchun Song | Lvxin Xue | Yanghua Xiao

doi dblp
Multi-source Domain Adaptation for Sentiment Classification with Granger Causal Inference
Min Yang | Ying Shen | Xiaojun Chen | Chengming Li

doi dblp
TADS: Learning Time-Aware Scheduling Policy with Dyna-Style Planning for Spaced Repetition
Zhengyu Yang | Jian Shen | Yunfei Liu | Yang Yang | Weinan Zhang | Yong Yu

doi dblp
TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation
Feng Yu | Yanqiao Zhu | Qiang Liu | Shu Wu | Liang Wang | Tieniu Tan

doi dblp
Query Classification with Multi-objective Backoff Optimization
Hang Yu | Lester Litchfield

doi dblp
Influence Function for Unbiased Recommendation
Jiangxing Yu | Hong Zhu | Chih-Yao Chang | Xinhua Feng | Bo-Wen Yuan | Xiuqiang He | Zhenhua Dong

doi dblp
Few-Shot Generative Conversational Query Rewriting
Shi Yu | Jiahua Liu | Jingqin Yang | Chenyan Xiong | Paul N. Bennett | Jianfeng Gao | Zhiyuan Liu

doi dblp
User-Inspired Posterior Network for Recommendation Reason Generation
Haolan Zhan | Hainan Zhang | Hongshen Chen | Lei Shen | Yanyan Lan | Zhuoye Ding | Dawei Yin

doi dblp
An Analysis of BERT in Document Ranking
Jingtao Zhan | Jiaxin Mao | Yiqun Liu | Min Zhang | Shaoping Ma

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

doi dblp
SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression
Jinming Zhao | Ming Liu | Longxiang Gao | Yuan Jin | Lan Du | He Zhao | He Zhang | Gholamreza Haffari

doi dblp
Improving Neural Chinese Word Segmentation with Lexicon-enhanced Adaptive Attention
Xiaoyan Zhao | Min Yang | Qiang Qu | Yang Sun

doi dblp
Sentiment-guided Sequential Recommendation
Lin Zheng | Naicheng Guo | Weihao Chen | Jin Yu | Dazhi Jiang

doi dblp
L2R^2: Leveraging Ranking for Abductive Reasoning
Yunchang Zhu | Liang Pang | Yanyan Lan | Xueqi Cheng

doi dblp
Automatic Generation of Topic Labels
Areej Alokaili | Nikolaos Aletras | Mark Stevenson

doi dblp
Extractive Snippet Generation for Arguments
Milad Alshomary | Nick Düsterhus | Henning Wachsmuth

doi dblp
Proposal and Comparison of Health Specific Features for the Automatic Assessment of Readability
Hélder Antunes | Carla Teixeira Lopes

doi dblp
MarkedBERT: Integrating Traditional IR Cues in Pre-trained Language Models for Passage Retrieval
Lila Boualili | José G. Moreno | Mohand Boughanem

doi dblp
Relevance Models for Multi-Contextual Appropriateness in Point-of-Interest Recommendation
Anirban Chakraborty | Debasis Ganguly | Owen Conlan

doi dblp
CAsT-19: A Dataset for Conversational Information Seeking
Jeffrey Dalton | Chenyan Xiong | Vaibhav Kumar | Jamie Callan

doi dblp
Predicting Perceptual Speed from Search Behaviour
Olivia Foulds | Alessandro Suglia | Leif Azzopardi | Martin Halvey

doi dblp
Learning Term Discrimination
Jibril Frej | Philippe Mulhem | Didier Schwab | Jean-Pierre Chevallet

doi dblp
Sampling Bias Due to Near-Duplicates in Learning to Rank
Maik Fröbe | Janek Bevendorff | Jan Heinrich Reimer | Martin Potthast | Matthias Hagen

doi dblp
Enhancing Recommendation Diversity using Determinantal Point Processes on Knowledge Graphs
Lu Gan | Diana Nurbakova | Léa Laporte | Sylvie Calabretto

doi dblp
Relevance Transformer: Generating Concise Code Snippets with Relevance Feedback
Carlos Gemmell | Federico Rossetto | Jeffrey Dalton

doi dblp
Unsupervised Semantic Hashing with Pairwise Reconstruction
Casper Hansen | Christian Hansen | Jakob Grue Simonsen | Stephen Alstrup | Christina Lioma

doi dblp
Factuality Checking in News Headlines with Eye Tracking
Christian Hansen | Casper Hansen | Jakob Grue Simonsen | Birger Larsen | Stephen Alstrup | Christina Lioma

doi dblp
ArTest: The First Test Collection for Arabic Web Search with Relevance Rationales
Maram Hasanain | Yassmine Barkallah | Reem Suwaileh | Mücahid Kutlu | Tamer Elsayed

doi dblp
Local Self-Attention over Long Text for Efficient Document Retrieval
Sebastian Hofstätter | Hamed Zamani | Bhaskar Mitra | Nick Craswell | Allan Hanbury

doi dblp
Using Exploration to Alleviate Closed Loop Effects in Recommender Systems
Amir Hossein Jadidinejad | Craig Macdonald | Iadh Ounis

doi dblp
A Heterogeneous Graph Neural Model for Cold-start Recommendation
Siwei Liu | Iadh Ounis | Craig Macdonald | Zaiqiao Meng

doi dblp
Query-level Early Exit for Additive Learning-to-Rank Ensembles
Claudio Lucchese | Franco Maria Nardini | Salvatore Orlando | Raffaele Perego | Salvatore Trani

doi dblp
Segmenting Search Query Logs by Learning to Detect Search Task Boundaries
Luis Lugo | José G. Moreno | Gilles Hubert

doi dblp
A Multilingual Approach for Unsupervised Search Task Identification
Luis Lugo | José G. Moreno | Gilles Hubert

doi dblp
Sequential-based Adversarial Optimisation for Personalised Top-N Item Recommendation
Jarana Manotumruksa | Emine Yilmaz

doi dblp
CrossBERT: A Triplet Neural Architecture for Ranking Entity Properties
Jarana Manotumruksa | Jeff Dalton | Edgar Meij | Emine Yilmaz

doi dblp
Active Learning Stopping Strategies for Technology-Assisted Sensitivity Review
Graham McDonald | Craig Macdonald | Iadh Ounis

doi dblp
Topic Propagation in Conversational Search
Ida Mele | Cristina Ioana Muntean | Franco Maria Nardini | Raffaele Perego | Nicola Tonellotto | Ophir Frieder

doi dblp
Reputation (In)dependence in Ranking Systems: Demographics Influence Over Output Disparities
Guilherme Ramos | Ludovico Boratto

doi dblp
Do Neural Ranking Models Intensify Gender Bias?
Navid Rekabsaz | Markus Schedl

doi dblp
The Curious Case of IR Explainability: Explaining Document Scores within and across Ranking Models
Procheta Sen | Debasis Ganguly | Manisha Verma | Gareth J. F. Jones

doi dblp
Fair Classification with Counterfactual Learning
Maryam Tavakol

doi dblp
Multi-grouping Robust Fair Ranking
Thibaut Thonet | Jean-Michel Renders

doi dblp
Distilling Knowledge for Fast Retrieval-based Chat-bots
Amir Vakili Tahami | Kamyar Ghajar | Azadeh Shakery

doi dblp
An Analysis of Mixed Initiative and Collaboration in Information-Seeking Dialogues
Svitlana Vakulenko | Evangelos Kanoulas | Maarten de Rijke

doi dblp
Cascade Model-based Propensity Estimation for Counterfactual Learning to Rank
Ali Vardasbi | Maarten de Rijke | Ilya Markov

doi dblp
Studying Ranking-Incentivized Web Dynamics
Ziv Vasilisky | Moshe Tennenholtz | Oren Kurland

doi dblp
How UMass-FSD Inadvertently Leverages Temporal Bias
Dominik Wurzer | Yumeng Qin

doi dblp
On the Reliability of Test Collections for Evaluating Systems of Different Types
Emine Yilmaz | Nick Craswell | Bhaskar Mitra | Daniel Campos

doi dblp
KLOOS: KL Divergence-based Out-of-Scope Intent Detection in Human-to-Machine Conversations
Eyup Halit Yilmaz | Cagri Toraman

doi dblp
DEXA: Supporting Non-Expert Annotators with Dynamic Examples from Experts
Markus Zlabinger | Marta Sabou | Sebastian Hofstätter | Mete Sertkan | Allan Hanbury

doi dblp
A Lightweight Environment for Learning Experimental IR Research Practices
Zeynep Akkalyoncu Yilmaz | Charles L. A. Clarke | Jimmy Lin

doi dblp
BRENDA: Browser Extension for Fake News Detection
Bjarte Botnevik | Eirik Sakariassen | Vinay Setty

doi dblp
Agent Dialogue: A Platform for Conversational Information Seeking Experimentation
Adam Czyzewski | Jeffrey Dalton | Anton Leuski

doi dblp
DataMirror: Reflecting on One's Data Self: A Tool for Social Media Users to Explore Their Digital Footprints
Amal Htait | Leif Azzopardi | Emma Nicol | Wendy Moncur

doi dblp
Conversational Question Answering over Passages by Leveraging Word Proximity Networks
Magdalena Kaiser | Rishiraj Saha Roy | Gerhard Weikum

doi dblp
FigExplorer: A System for Retrieval and Exploration of Figures from Collections of Research Articles
Saar Kuzi | ChengXiang Zhai | Yin Tian | Haichuan Tang

doi dblp
APS: An Active PubMed Search System for Technology Assisted Reviews
Dan Li | Panagiotis Zafeiriadis | Evangelos Kanoulas

doi dblp
Systematic Review Automation Tools for End-to-End Query Formulation
Hang Li | Harrisen Scells | Guido Zuccon

doi dblp
Deep Job Understanding at LinkedIn
Shan Li | Baoxu Shi | Jaewon Yang | Ji Yan | Shuai Wang | Fei Chen | Qi He

doi dblp
Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format
Jimmy Lin | Joel M. Mackenzie | Chris Kamphuis | Craig Macdonald | Antonio Mallia | Michal Siedlaczek | Andrew Trotman | Arjen P. de Vries

doi dblp
Web of Scholars: A Scholar Knowledge Graph
Jiaying Liu | Jing Ren | Wenqing Zheng | Lianhua Chi | Ivan Lee | Feng Xia

doi dblp
SPot: A Tool for Identifying Operating Segments in Financial Tables
Zhiqiang Ma | Steven Pomerville | Mingyang Di | Armineh Nourbakhsh

doi dblp
Receptor: A Platform for Exploring Latent Relations in Sensitive Documents
Hitarth Narvala | Graham McDonald | Iadh Ounis

doi dblp
FactCatch: Incremental Pay-as-You-Go Fact Checking with Minimal User Effort
Thanh Tam Nguyen | Matthias Weidlich | Hongzhi Yin | Bolong Zheng | Quang Huy Nguyen | Quoc Viet Hung Nguyen

doi dblp
WIRE: An Automated Report Generation System using Topical and Temporal Summarization
Yunseok Noh | Yongmin Shin | Junmo Park | A.-Yeong Kim | Su-Jeong Choi | Hyun-Je Song | Seong-Bae Park | Se-Young Park

doi dblp
Experimaestro and Datamaestro: Experiment and Dataset Managers (for IR)
Benjamin Piwowarski

doi dblp
QuAChIE: Question Answering based Chinese Information Extraction System
Dongyu Ru | Zhenghui Wang | Lin Qiu | Hao Zhou | Lei Li | Weinan Zhang | Yong Yu

doi dblp
Vis-Trec: A System for the In-depth Analysis of trec_eval Results
Mahtab Tamannaee | Negar Arabzadeh | Ebrahim Bagheri

doi dblp
JASSjr: The Minimalistic BM25 Search Engine for Teaching and Learning Information Retrieval
Andrew Trotman | Kat Lilly

doi dblp
ServiceGroup: A Human-Machine Cooperation Solution for Group Chat Customer Service
Minghui Yang | Hengbin Cui | Shaosheng Cao | Yafang Wang | Xiaolong Li

doi dblp
Macaw: An Extensible Conversational Information Seeking Platform
Hamed Zamani | Nick Craswell

doi dblp
REL: An Entity Linker Standing on the Shoulders of Giants
Johannes M. van Hulst | Faegheh Hasibi | Koen Dercksen | Krisztian Balog | Arjen P. de Vries

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

doi dblp
A Heterogeneous Information Network based Cross Domain Insurance Recommendation System for Cold Start Users
Ye Bi | Liqiang Song | Mengqiu Yao | Zhenyu Wu | Jianming Wang | Jing Xiao

doi dblp
Knowledge Graph-based Event Embedding Framework for Financial Quantitative Investments
Dawei Cheng | Fangzhou Yang | Xiaoyang Wang | Ying Zhang | Liqing Zhang

doi dblp
ATBRG: Adaptive Target-Behavior Relational Graph Network for Effective Recommendation
Yufei Feng | Binbin Hu | Fuyu Lv | Qingwen Liu | Zhiqiang Zhang | Wenwu Ou

doi dblp
Be Aware of the Hot Zone: A Warning System of Hazard Area Prediction to Intervene Novel Coronavirus COVID-19 Outbreak
Zhenxin Fu | Yu Wu | Hailei Zhang | Yichuan Hu | Dongyan Zhao | Rui Yan

doi dblp
FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval
Dehong Gao | Linbo Jin | Ben Chen | Minghui Qiu | Peng Li | Yi Wei | Yi Hu | Hao Wang

doi dblp
Understanding Echo Chambers in E-commerce Recommender Systems
Yingqiang Ge | Shuya Zhao | Honglu Zhou | Changhua Pei | Fei Sun | Wenwu Ou | Yongfeng Zhang

doi dblp
Efficient and Effective Query Auto-Completion
Simon Gog | Giulio Ermanno Pibiri | Rossano Venturini

doi dblp
Efficient Image Gallery Representations at Scale Through Multi-Task Learning
Benjamin Gutelman | Pavel Levin

doi dblp
A Counterfactual Framework for Seller-Side A/B Testing on Marketplaces
Viet Ha-Thuc | Avishek Dutta | Ren Mao | Matthew Wood | Yunli Liu

doi dblp
Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise
Guoxiu He | Zhe Gao | Zhuoren Jiang | Yangyang Kang | Changlong Sun | Xiaozhong Liu | Wei Lu

doi dblp
Automated Embedding Size Search in Deep Recommender Systems
Haochen Liu | Xiangyu Zhao | Chong Wang | Xiaobing Liu | Jiliang Tang

doi dblp
Network On Network for Tabular Data Classification in Real-world Applications
Yuanfei Luo | Hao Zhou | Wei-Wei Tu | Yuqiang Chen | Wenyuan Dai | Qiang Yang

doi dblp
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach
Kelong Mao | Xi Xiao | Jieming Zhu | Biao Lu | Ruiming Tang | Xiuqiang He

doi dblp
Large Scale Abstractive Multi-Review Summarization (LSARS) via Aspect Alignment
Haojie Pan | Rongqin Yang | Xin Zhou | Rui Wang | Deng Cai | Xiaozhong Liu

doi dblp
User Behavior Retrieval for Click-Through Rate Prediction
Jiarui Qin | Weinan Zhang | Xin Wu | Jiarui Jin | Yuchen Fang | Yong Yu

doi dblp
Identifying Tasks from Mobile App Usage Patterns
Yuan Tian | Ke Zhou | Mounia Lalmas | Dan Pelleg

doi dblp
Robust Layout-aware IE for Visually Rich Documents with Pre-trained Language Models
Mengxi Wei | Yifan He | Qiong Zhang

doi dblp
Entire Space Multi-Task Modeling via Post-Click Behavior Decomposition for Conversion Rate Prediction
Hong Wen | Jing Zhang | Yuan Wang | Fuyu Lv | Wentian Bao | Quan Lin | Keping Yang

doi dblp
How Airbnb Tells You Will Enjoy Sunset Sailing in Barcelona? Recommendation in a Two-Sided Travel Marketplace
Liang Wu | Mihajlo Grbovic

doi dblp
Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network
Lianghao Xia | Chao Huang | Yong Xu | Peng Dai | Bo Zhang | Liefeng Bo

doi dblp
Towards Personalized and Semantic Retrieval: An End-to-End Solution for E-commerce Search via Embedding Learning
Han Zhang | Songlin Wang | Kang Zhang | Zhiling Tang | Yunjiang Jiang | Yun Xiao | Weipeng Yan | Wenyun Yang

doi dblp
Searching the Web for Cross-lingual Parallel Data
Ahmed El-Kishky | Philipp Koehn | Holger Schwenk

doi dblp
Recent Advances in Conversational Information Retrieval
Jianfeng Gao | Chenyan Xiong | Paul Bennett

doi dblp
Conversational Recommendation: Formulation, Methods, and Evaluation
Wenqiang Lei | Xiangnan He | Maarten de Rijke | Tat-Seng Chua

doi dblp
Reciprocal Recommendation: Matching Users with the Right Users
Iván Palomares

doi dblp
Question Answering over Curated and Open Web Sources
Rishiraj Saha Roy | Avishek Anand

doi dblp
Tutorial on Task-Based Search and Assistance
Chirag Shah | Ryen W. White

doi dblp
Modeling User Behavior for Vertical Search: Images, Apps and Products
Xiaohui Xie | Jiaxin Mao | Yiqun Liu | Maarten de Rijke

doi dblp
Interactive Information Retrieval: Models, Algorithms, and Evaluation
ChengXiang Zhai

doi dblp
AIIS: The SIGIR 2020 Workshop on Applied Interactive Information Systems
Hongshen Chen | Zhaochun Ren | Pengjie Ren | Dawei Yin | Xiaodong He

doi dblp
FinIR 2020: The First Workshop on Information Retrieval in Finance
Fuli Feng | Cheng Luo | Xiangnan He | Yiqun Liu | Tat-Seng Chua

doi dblp
BIRDS - Bridging the Gap between Information Science, Information Retrieval and Data Science
Ingo Frommholz | Haiming Liu | Massimo Melucci

doi dblp
ECOM'20: The SIGIR 2020 Workshop on eCommerce
Dietmar Jannach | Surya Kallumadi | Tracy Holloway King | Weihua Luo | Shervin Malmasi

doi dblp
Deep Natural Language Processing for Search and Recommendation
Bo Long | Jieping Ye | Zang Li | Huiji Gao | Sandeep Kumar Jha

doi dblp
Legal Intelligence: Algorithmic, Data, and Social Challenges
Changlong Sun | Yating Zhang | Xiaozhong Liu | Fei Wu

doi dblp
Deep Reinforcement Learning for Information Retrieval: Fundamentals and Advances
Weinan Zhang | Xiangyu Zhao | Li Zhao | Dawei Yin | Grace Hui Yang | Alex Beutel

doi dblp
EARS 2020: The 3rd International Workshop on ExplainAble Recommendation and Search
Yongfeng Zhang | Xu Chen | Yi Zhang | Min Zhang | Chirag Shah

doi dblp
Language Agnostic Hate Speech Detection
Aymé Arango

doi dblp
Legal Data Analytics: Developing Assistive Tools for Legal Practitioners
Paheli Bhattacharya

doi dblp
Multi-Document Answer Generation for Non-Factoid Questions
Valeriya Baranova-Bolotova

doi dblp
Spatio-temporal Conditioned Language Models
Juglar Diaz

doi dblp
Explaining Recommendations in Heterogeneous Networks
Azin Ghazimatin

doi dblp
When the Human is in the Loop: Cost, Effort and Behavior
Lei Han

doi dblp
End-to-End Contextualized Document Indexing and Retrieval with Neural Networks
Sebastian Hofstätter

doi dblp
Incorporating User Feedback in Conversational Question Answering over Heterogeneous Web Sources
Magdalena Kaiser

doi dblp
User Modeling Towards Stateful Learning to Rank
Yanpeng Lin

doi dblp
Enhancing Graph Neural Networks for Recommender Systems
Siwei Liu

doi dblp
Towards Legal Case Retrieval
Yunqiu Shao

doi dblp
Biomedical Information Retrieval incorporating Knowledge Graph for Explainable Precision Medicine
Zuoxi Yang

doi dblp
Towards Evaluating Veracity of Textual Statements on the Web
Qiang Zhang

doi dblp
Bridging East and West: An Integration of TCM and Western Medicine in Medical Text Mining
Runjie Zhu