| 51 |
Learning Individual Causal Effects from Networked Observational Data
Ruocheng Guo, Jundong Li, Huan Liu
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cs.SI
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108 |
6 years ago |
| 52 |
Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce
Jianfei Yu, Minghui Qiu, ... (+5 more)
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cs.CL
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104 |
8 years ago |
| 53 |
Model Compression with Two-stage Multi-teacher Knowledge Distillation for Web Question Answering System
Ze Yang, Linjun Shou, ... (+3 more)
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cs.CL
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103 |
6 years ago |
| 54 |
Peeling Bipartite Networks for Dense Subgraph Discovery
A. Erdem Sariyuce, Ali Pinar
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cs.SI
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103 |
9 years ago |
| 55 |
Knowledge Enhancement for Contrastive Multi-Behavior Recommendation
Hongrui Xuan, Yi Liu, ... (+2 more)
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cs.IR
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102 |
3 years ago |
| 56 |
Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion Prediction
Aravind Sankar, Xinyang Zhang, ... (+2 more)
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cs.SI
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99 |
6 years ago |
| 57 |
HeteGCN: Heterogeneous Graph Convolutional Networks for Text Classification
Rahul Ragesh, Sundararajan Sellamanickam, ... (+3 more)
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cs.CL
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94 |
5 years ago |
| 58 |
Deep Memory Networks for Attitude Identification
Cheng Li, Xiaoxiao Guo, Qiaozhu Mei
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cs.CL
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92 |
9 years ago |
| 59 |
Product-Aware Answer Generation in E-Commerce Question-Answering
Shen Gao, Zhaochun Ren, ... (+4 more)
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cs.CL
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89 |
7 years ago |
| 60 |
Linear Recurrent Units for Sequential Recommendation
Zhenrui Yue, Yueqi Wang, ... (+4 more)
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cs.IR
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89 |
2 years ago |
| 61 |
Neural Ranking Models with Multiple Document Fields
Hamed Zamani, Bhaskar Mitra, ... (+3 more)
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cs.IR
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87 |
8 years ago |
| 62 |
Toward Pareto Efficient Fairness-Utility Trade-off inRecommendation through Reinforcement Learning
Yingqiang Ge, Xiaoting Zhao, ... (+5 more)
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cs.IR
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81 |
4 years ago |
| 63 |
DisenPOI: Disentangling Sequential and Geographical Influence for Point-of-Interest Recommendation
Yifang Qin, Yifan Wang, ... (+7 more)
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cs.IR
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79 |
3 years ago |
| 64 |
Privacy-Aware Recommendation with Private-Attribute Protection using Adversarial Learning
Ghazaleh Beigi, Ahmadreza Mosallanezhad, ... (+4 more)
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cs.SI
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78 |
6 years ago |
| 65 |
GOOD-D: On Unsupervised Graph Out-Of-Distribution Detection
Yixin Liu, Kaize Ding, ... (+2 more)
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cs.LG
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78 |
3 years ago |
| 66 |
Addressing Marketing Bias in Product Recommendations
Mengting Wan, Jianmo Ni, ... (+2 more)
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cs.IR
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77 |
6 years ago |
| 67 |
Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior
Farshad Kooti, Kristina Lerman, ... (+4 more)
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cs.SI
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76 |
10 years ago |
| 68 |
C2-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System
Yuanhang Zhou, Kun Zhou, ... (+4 more)
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cs.CL
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74 |
4 years ago |
| 69 |
Why the World Reads Wikipedia: Beyond English Speakers
Florian Lemmerich, Diego Sáez-Trumper, ... (+2 more)
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cs.CY
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67 |
7 years ago |
| 70 |
Neural Based Statement Classification for Biased Language
Christoph Hube, Besnik Fetahu
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cs.CL
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66 |
7 years ago |
| 71 |
Evaluating Mixed-initiative Conversational Search Systems via User Simulation
Ivan Sekulić, Mohammad Aliannejadi, Fabio Crestani
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cs.CL
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65 |
4 years ago |
| 72 |
CL4CTR: A Contrastive Learning Framework for CTR Prediction
Fangye Wang, Yingxu Wang, ... (+5 more)
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cs.IR
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64 |
3 years ago |
| 73 |
Gated Attentive-Autoencoder for Content-Aware Recommendation
Chen Ma, Peng Kang, ... (+3 more)
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cs.IR
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62 |
7 years ago |
| 74 |
F-FADE: Frequency Factorization for Anomaly Detection in Edge Streams
Yen-Yu Chang, Pan Li, ... (+4 more)
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cs.SI
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61 |
5 years ago |
| 75 |
The Power of Pivoting for Exact Clique Counting
Shweta Jain, C. Seshadhri
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cs.DS
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61 |
6 years ago |
| 76 |
Unifying Online and Counterfactual Learning to Rank
Harrie Oosterhuis, Maarten de Rijke
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cs.IR
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60 |
5 years ago |
| 77 |
Robust Training of Graph Neural Networks via Noise Governance
Siyi Qian, Haochao Ying, ... (+5 more)
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cs.LG
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60 |
3 years ago |
| 78 |
Distilling Structured Knowledge into Embeddings for Explainable and Accurate Recommendation
Yuan Zhang, Xiaoran Xu, ... (+2 more)
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cs.IR
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59 |
6 years ago |
| 79 |
Efficient and Effective Tail Latency Minimization in Multi-Stage Retrieval Systems
Joel Mackenzie, J. Shane Culpepper, ... (+4 more)
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cs.IR
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59 |
9 years ago |
| 80 |
Distributed Balanced Partitioning via Linear Embedding
Kevin Aydin, MohammadHossein Bateni, Vahab Mirrokni
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cs.DC
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59 |
10 years ago |
| 81 |
Multi-Interactive Attention Network for Fine-grained Feature Learning in CTR Prediction
Kai Zhang, Hao Qian, ... (+6 more)
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cs.IR
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56 |
5 years ago |
| 82 |
Logician: A Unified End-to-End Neural Approach for Open-Domain Information Extraction
Mingming Sun, Xu Li, ... (+4 more)
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cs.CL
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56 |
6 years ago |
| 83 |
Bring Your Own View: Graph Neural Networks for Link Prediction with Personalized Subgraph Selection
Qiaoyu Tan, Xin Zhang, ... (+6 more)
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cs.IR
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55 |
3 years ago |
| 84 |
Joint Non-negative Matrix Factorization for Learning Ideological Leaning on Twitter
Preethi Lahoti, Kiran Garimella, Aristides Gionis
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cs.SI
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54 |
8 years ago |
| 85 |
Alleviating Cold-Start Problems in Recommendation through Pseudo-Labelling over Knowledge Graph
Riku Togashi, Mayu Otani, Shin'ichi Satoh
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cs.IR
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53 |
5 years ago |
| 86 |
AutoBlock: A Hands-off Blocking Framework for Entity Matching
Wei Zhang, Hao Wei, ... (+4 more)
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cs.DB
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53 |
6 years ago |
| 87 |
Review-Driven Answer Generation for Product-Related Questions in E-Commerce
Shiqian Chen, Chenliang Li, ... (+3 more)
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cs.CL
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53 |
6 years ago |
| 88 |
Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation
Xiuyuan Qin, Huanhuan Yuan, ... (+4 more)
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cs.IR
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52 |
2 years ago |
| 89 |
Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation
Xiaoyu Zhang, Xin Xin, ... (+6 more)
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cs.AI
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52 |
3 years ago |
| 90 |
RedQueen: An Online Algorithm for Smart Broadcasting in Social Networks
Ali Zarezade, Utkarsh Upadhyay, ... (+2 more)
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stat.ML
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49 |
9 years ago |
| 91 |
Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction
Thanh Trung Huynh, Minh Hieu Nguyen, ... (+5 more)
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3 years ago |
| 92 |
Population-Scale Study of Human Needs During the COVID-19 Pandemic: Analysis and Implications
Jina Suh, Eric Horvitz, ... (+2 more)
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cs.CY
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48 |
5 years ago |
| 93 |
Relation Learning on Social Networks with Multi-Modal Graph Edge Variational Autoencoders
Carl Yang, Jieyu Zhang, ... (+6 more)
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cs.SI
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48 |
6 years ago |
| 94 |
Modeling Information Cascades with Self-exciting Processes via Generalized Epidemic Models
Quyu Kong, Marian-Andrei Rizoiu, Lexing Xie
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cs.SI
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47 |
6 years ago |
| 95 |
Improving Negative Sampling for Word Representation using Self-embedded Features
Long Chen, Fajie Yuan, ... (+2 more)
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cs.LG
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47 |
8 years ago |
| 96 |
One for All, All for One: Learning and Transferring User Embeddings for Cross-Domain Recommendation
Chenglin Li, Yuanzhen Xie, ... (+6 more)
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cs.IR
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47 |
3 years ago |
| 97 |
Consistency-Aware Recommendation for User-Generated ItemList Continuation
Yun He, Yin Zhang, ... (+2 more)
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cs.IR
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46 |
6 years ago |
| 98 |
Improving Website Hyperlink Structure Using Server Logs
Ashwin Paranjape, Robert West, ... (+2 more)
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cs.SI
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45 |
10 years ago |
| 99 |
NGAME: Negative Mining-aware Mini-batching for Extreme Classification
Kunal Dahiya, Nilesh Gupta, ... (+17 more)
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cs.LG
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45 |
3 years ago |
| 100 |
KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph Classification
Wei Ju, Junwei Yang, ... (+4 more)
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cs.LG
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44 |
3 years ago |