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The SIGIR 2018 Workshop On eCommerce co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), Ann Arbor, Michigan, USA, July 12, 2018

Jon Degenhardt, Giuseppe Di Fabbrizio, Surya Kallumadi, Mohit Kumar, Andrew Trotman, Yiu-Chang Lin, Huasha Zhao (Editors)


Anthology ID:
2018.sigirconf_workshop-2018ecom
Year:
2018
Venue:
sigirconf_workshop
Publisher:
CEUR-WS.org
URL:
https://ceur-ws.org/Vol-2319
DBLP:
conf/sigir/2018ecom
BibTeX:
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The SIGIR 2018 Workshop On eCommerce co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), Ann Arbor, Michigan, USA, July 12, 2018

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A Best Match KNN-based Approach for Large-scale Product Categorization
Haohao Hu | Runjie Zhu | Yuqi Wang | Wenying Feng | Xing Tan | Jimmy Xiangji Huang

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A Framework to Discover Significant Product Aspects from e-Commerce Product Reviews
Saratchandra Indrakanti | Gyanit Singh

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A Multimodal Recommender System for Large-scale Assortment Generation in e-Commerce
Murium Iqbal | Adair Kovac | Kamelia Aryafar

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Address Clustering for e-Commerce Applications
Vishal Kakkar | T. Ravindra Babu

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An Empirical Study of Using An Ensemble Model in e-Commerce Taxonomy Classification Challenge
Yugang Jia | Xin Wang | Hanqing Cao | Boshu Ru | Tianzhong Yang

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An End-to-end Model of Predicting Diverse Ranking On Heterogeneous Feeds
Zizhe Gao | Zheng Gao | Heng Huang | Zhuoren Jiang | Yuliang Yan

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Carl: Sports Award Recommender
Martin Pichl | Bernward Pichl | Eva Zangerle

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Central Intention Identification for Natural Language Search Query in E-Commerce
Xusheng Luo | Yu Gong | Xi Chen

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Convolutional Neural Network and Bidirectional LSTM Based Taxonomy Classification Using External Dataset at SIGIR eCom Data Challenge
Shogo Suzuki | Yohei Iseki | Hiroaki Shiino | Hongwei Zhang | Aya Iwamoto | Fumihiko Takahashi

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Did We Get It Right? Predicting Query Performance in e-Commerce Search
Rohan Kumar | Mohit Kumar | Neil Shah | Christos Faloutsos

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Dynamic Query Substitution in Fast Evolving Fashion
Kritika Jain | Nilaksh Bajpai | Ankul Batra | Naveen Pajjuri Reddy

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Ecommerce Product Title Classification
Sylvain Goumy | Mohamed-Amine Mejri

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Encoder-Decoder Neural Networks for Taxonomy Classification
Makoto Hiramatsu | Kei Wakabayashi

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End-to-End Neural Ranking for eCommerce Product Search: an Application of Task Models and Textual Embeddings
Eliot Brenner | Jun Zhao | Aliasgar Kutiyanawala | Zheng Yan

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High Accuracy Recall Task
Andrew Trotman | Surya Kallumadi | Jon Degenhardt

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Large Scale Taxonomy Classification using BiLSTM with Self-Attention
Hang Gao | Tim Oates

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Large-Scale Taxonomy Problem: a Mixed Machine Learning Approach
Quentin Labernia | Yashio Kabashima | Michimasa Irie | Toshiyuki Oike | Kohei Asano | Jinhee Chun | Takeshi Tokuyama

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Leveraging Catalog to Resolve Conflicting Query Attributes in e-Commerce Sites
Suhas Ranganath

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Multi-level Deep Learning based e-Commerce Product Categorization
Wenhu Yu | Zhiqiang Sun | Haifeng Liu | Zhipeng Li | Zhitong Zheng

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Noise-aware Missing Shipment Return Comment Classification in e-Commerce
Avijit Saha | Vishal Kakkar | T. Ravindra Babu

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Overview of the SIGIR 2018 eCom Rakuten Data Challenge
Yiu-Chang Lin | Pradipto Das | Ankur Datta

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PReFacTO: Preference Relations Based Factor Model with Topic Awareness and Offset
Priyanka Choudhary | Maunendra Sankar Desarkar

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Predicting Purchasing Intent: Automatic Feature Learning using Recurrent Neural Networks
Humphrey Sheil | Omer F. Rana | Ronan Reilly

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Product Categorization with LSTMs and Balanced Pooling Views
Michael Skinner

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Realtime Query Completion via Deep Language Models
Po-Wei Wang | Huan Zhang | Vijai Mohan | Inderjit S. Dhillon | J. Zico Kolter

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Speeding up the Metabolism in e-Commerce by Reinforcement Mechanism Design
Hua-Lin He | Chun-Xiang Pan | Qing Da | Anxiang Zeng

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Team Waterloo at the SIGIR e-Commerce Data Challenge
Angshuman Ghosh | Vineet John | Rahul Iyer

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TopSig at the SIGIR'eCom 2018 Rakuten Data Challenge
Timothy Chappell | Shlomo Geva | Lawrence Buckingham

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Towards Optimization of e-Commerce Search and Discovery
Anjan Goswami | Chengxiang Zhai | Prasant Mohapatra

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Towards Practical Visual Search Engine within Elasticsearch
Cun Mu | Jun Zhao | Guang Yang | Jing Zhang | Zheng Yan

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Towards a Simplified Ontology for Better e-Commerce Search
Aliasgar Kutiyanawala | Prateek Verma | Zheng Yan

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Unconstrained Production Categorization with Sequence-to-Sequence Models
Maggie Yundi Li | Liling Tan | Stanley Kok | Ewa Szymanska

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Visualizing and Understanding Deep Neural Networks in CTR Prediction
Lin Guo | Hui Ye | Wenbo Su | Henhuan Liu | Kai Sun | Hang Xiang