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1903.04263
Cited By
On Application of Learning to Rank for E-Commerce Search
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2017
1 March 2019
Shubhra (Santu) Karmaker
P. Sondhi
ChengXiang Zhai
Re-assign community
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Papers citing
"On Application of Learning to Rank for E-Commerce Search"
31 / 31 papers shown
SHE: Stepwise Hybrid Examination Reinforcement Learning Framework for E-commerce Search Relevance
Pengkun Jiao
Yiming Jin
Jianhui Yang
Chenhe Dong
Zerui Huang
Shaowei Yao
Xiaojiang Zhou
Dan Ou
Haihong Tang
166
0
0
09 Oct 2025
Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank
ACM Conference on Recommender Systems (RecSys), 2025
Yunus Lutz
Timo Wilm
Philipp Duwe
DML
283
1
0
28 Jul 2025
MOHPER: Multi-objective Hyperparameter Optimization Framework for E-commerce Retrieval System
Jungbae Park
Heonseok Jang
421
0
0
07 Mar 2025
Semantic Retrieval at Walmart
Knowledge Discovery and Data Mining (KDD), 2022
Alessandro Magnani
Feng Liu
Suthee Chaidaroon
Sachin Yadav
Praveen Reddy Suram
...
Sijie Chen
Min Xie
Anirudh Kashi
Tony Lee
Ciya Liao
379
25
0
05 Dec 2024
Learning to Ask: Conversational Product Search via Representation Learning
Jie Zou
Jimmy Xiangji Huang
Zhaochun Ren
Evangelos Kanoulas
345
17
0
18 Nov 2024
Semantic Search Evaluation
Chujie Zheng
Jeffrey Wang
Shuqian Albee Zhang
Anand Kishore
Siddharth Singh
149
0
0
28 Oct 2024
Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective
Yu-An Liu
Ruqing Zhang
Jiafeng Guo
Maarten de Rijke
Yixing Fan
Xueqi Cheng
488
20
0
09 Jul 2024
TPDR: A Novel Two-Step Transformer-based Product and Class Description Match and Retrieval Method
Washington Cunha
Celso França
Leonardo Rocha
M. A. Gonçalves
151
5
0
05 Oct 2023
Introducing "Forecast Utterance" for Conversational Data Science
Md. Mahadi Hassan
Alex Knipper
S. Karmaker
AI4TS
297
1
0
07 Sep 2023
Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation
International Conference on Information and Knowledge Management (CIKM), 2023
Vincenzo Paparella
Vito Walter Anelli
F. M. Nardini
R. Perego
Tommaso Di Noia
183
14
0
21 Jun 2023
RankFormer: Listwise Learning-to-Rank Using Listwide Labels
Knowledge Discovery and Data Mining (KDD), 2023
Maarten Buyl
Paul Missault
Pierre-Antoine Sondag
OffRL
202
17
0
09 Jun 2023
Unified Embedding Based Personalized Retrieval in Etsy Search
Rishikesh Jha
Siddharth Subramaniyam
E. Benjamin
T. Taula
DML
274
4
0
07 Jun 2023
Multi-Objective Personalized Product Retrieval in Taobao Search
Yukun Zheng
Jiang Bian
Guang-Xun Meng
Chao Zhang
Honggang Wang
Zhixuan Zhang
Sen-Yuan Li
Zhuang Tao
Qingwen Liu
Xiaoyi Zeng
167
18
0
09 Oct 2022
Multi-Label Learning to Rank through Multi-Objective Optimization
Knowledge Discovery and Data Mining (KDD), 2022
Debabrata Mahapatra
Chaosheng Dong
Yetian Chen
Deqiang Meng
Michinari Momma
277
19
0
07 Jul 2022
Aggregated Customer Engagement Model
Priya Gupta
Cuize Han
99
0
0
17 Aug 2021
Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-Attention
The Journal of Financial Data Science (JFDS), 2021
Daniel Poh
Bryan Lim
S. Zohren
Stephen J. Roberts
296
11
0
20 May 2021
User Response Prediction in Online Advertising
ACM Computing Surveys (CSUR), 2021
Zhabiz Gharibshah
Xingquan Zhu
OffRL
313
69
0
07 Jan 2021
Distant-Supervised Slot-Filling for E-Commerce Queries
Saurav Manchanda
Mohit Sharma
George Karypis
149
7
0
15 Dec 2020
Building Cross-Sectional Systematic Strategies By Learning to Rank
The Journal of Financial Data Science (JFDS), 2020
Daniel Poh
Bryan Lim
S. Zohren
Stephen J. Roberts
147
26
0
13 Dec 2020
AutoML to Date and Beyond: Challenges and Opportunities
ACM Computing Surveys (ACM CSUR), 2020
Shubhra (Santu) Karmaker
Md. Mahadi Hassan
Micah J. Smith
Lei Xu
Chengxiang Zhai
K. Veeramachaneni
657
311
0
21 Oct 2020
Learning Inconsistent Preferences with Gaussian Processes
Siu Lun Chau
Javier I. González
Dino Sejdinovic
360
11
0
06 Jun 2020
Handling Position Bias for Unbiased Learning to Rank in Hotels Search
Yinxiao Li
CML
164
6
0
28 Feb 2020
Intent term selection and refinement in e-commerce queries
Saurav Manchanda
Mohit Sharma
George Karypis
147
8
0
22 Aug 2019
Influence of Neighborhood on the Preference of an Item in eCommerce Search
Saratchandra Indrakanti
Svetlana Strunjas
Shubhangi Tandon
M. Kannadasan
184
2
0
10 Aug 2019
Mend The Learning Approach, Not the Data: Insights for Ranking E-Commerce Products
Muhammad Umer Anwaar
D. Rybalko
M. Kleinsteuber
462
1
0
24 Jul 2019
Learning to Rank Broad and Narrow Queries in E-Commerce
Siddhartha Devapujula
Sagar Arora
Sumit Borar
123
1
0
01 Jul 2019
A Domain Generalization Perspective on Listwise Context Modeling
AAAI Conference on Artificial Intelligence (AAAI), 2019
Lin Zhu
Yihong Chen
Bowen He
OOD
123
3
0
12 Feb 2019
Applying Deep Learning To Airbnb Search
Malay Haldar
Mustafa Abdool
Prashant Ramanathan
Tao Xu
Shulin Yang
...
Qing Zhang
Nick Barrow-Williams
B. Turnbull
Brendan M. Collins
Thomas Legrand
DML
241
94
0
22 Oct 2018
Learning to Collaborate: Multi-Scenario Ranking via Multi-Agent Reinforcement Learning
Jun Feng
Heng Li
Shiyu Huang
Shichen Liu
Wenwu Ou
Zhirong Wang
Xiaoyan Zhu
247
73
0
17 Sep 2018
BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback
Chang Li
Branislav Kveton
Tor Lattimore
Ilya Markov
Maarten de Rijke
Csaba Szepesvári
M. Zoghi
OffRL
218
11
0
15 Jun 2018
Ranking for Relevance and Display Preferences in Complex Presentation Layouts
Harrie Oosterhuis
Maarten de Rijke
153
27
0
07 May 2018
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