Information Retrieval

Authors and titles for cs.IR in Oct 2023

[1]  arXiv:2310.00402 [pdf, other]

Title: DiskANN++: Efficient Page-based Search over Isomorphic Mapped Graph Index using Query-sensitivity Entry Vertex

Authors: Jiongkang Ni, Xiaoliang Xu, Yuxiang Wang, Can Li, Jiajie Yao, Shihai Xiao, Xuecang Zhang

Comments: 15 pages including references

Subjects: Information Retrieval (cs.IR); Databases (cs.DB)

[2]  arXiv:2310.00569 [pdf, other]

Title: TDCGL: Two-Level Debiased Contrastive Graph Learning for Recommendation

Authors: Yubo Gao, Haotian Wu

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)

[3]  arXiv:2310.00703 [pdf, other]

Title: A Comparative Study of Training Objectives for Clarification Facet Generation

Authors: Shiyu Ni, Keping Bi, Jiafeng Guo, Xueqi Cheng

Subjects: Information Retrieval (cs.IR)

[4]  arXiv:2310.01038 [pdf, other]

Title: Dataset Condensation for Recommendation

Authors: Jiahao Wu, Wenqi Fan, Shengcai Liu, Qijiong Liu, Rui He, Qing Li, Ke Tang

Subjects: Information Retrieval (cs.IR)

[5]  arXiv:2310.01146 [pdf, other]

Title: NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation

Authors: Andreea Iana, Goran Glavaš, Heiko Paulheim

Comments: Accepted at the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)

Subjects: Information Retrieval (cs.IR)

[6]  arXiv:2310.01419 [pdf, other]

Title: Design Principles of Robust Multi-Armed Bandit Framework in Video Recommendations

Authors: Belhassen Bayar, Phanideep Gampa, Ainur Yessenalina, Zhen Wen

Comments: RecSys CARS 2023 Workshop paper

Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)

[7]  arXiv:2310.01507 [pdf, other]

Title: Replicating Relevance-Ranked Synonym Discovery in a New Language and Domain

Authors: Andrew Yates, Michael Unterkalmsteiner

Comments: ECIR (1) 2019: 429-442

Subjects: Information Retrieval (cs.IR)

[8]  arXiv:2310.01612 [pdf, other]

Title: Towards Efficient and Effective Adaptation of Large Language Models for Sequential Recommendation

Authors: Bo Peng, Ben Burns, Ziqi Chen, Srinivasan Parthasarathy, Xia Ning

Subjects: Information Retrieval (cs.IR)

[9]  arXiv:2310.02294 [pdf, other]

Title: Beyond-Accuracy: A Review on Diversity, Serendipity and Fairness in Recommender Systems Based on Graph Neural Networks

Authors: Tomislav Duricic, Dominik Kowald, Emanuel Lacic, Elisabeth Lex

Comments: 14 pages, 1 figure, 1 table

Subjects: Information Retrieval (cs.IR)

[10]  arXiv:2310.02367 [pdf, other]

Title: Linear Recurrent Units for Sequential Recommendation

Authors: Zhenrui Yue, Yueqi Wang, Zhankui He, Huimin Zeng, Julian McAuley, Dong Wang

Comments: Accepted to WSDM 2024

Subjects: Information Retrieval (cs.IR)

[11]  arXiv:2310.02961 [pdf, other]

Title: Potential Factors Leading to Popularity Unfairness in Recommender Systems: A User-Centered Analysis

Authors: Masoud Mansoury, Finn Duijvestijn, Imane Mourabet

Subjects: Information Retrieval (cs.IR)

[12]  arXiv:2310.03032 [pdf, other]

Title: Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution

Authors: Cong Xu, Jun Wang, Jianyong Wang, Wei Zhang

Comments: 19 pages

Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)

[13]  arXiv:2310.03147 [pdf, ps, other]

Title: Context-Based Tweet Engagement Prediction

Authors: Jovan Jeromela

Comments: Submitted as a Diploma Thesis at TU Wien on 2023-05-25. Advisor: Peter Knees. 198 pages

Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG); Social and Information Networks (cs.SI)

[14]  arXiv:2310.03148 [pdf, other]

Title: Multi-Task Learning For Reduced Popularity Bias In Multi-Territory Video Recommendations

Authors: Phanideep Gampa, Farnoosh Javadi, Belhassen Bayar, Ainur Yessenalina

Comments: Recsys CARS 2023 Workshop paper

Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)

[15]  arXiv:2310.03200 [pdf, ps, other]

Title: Amazon Books Rating prediction & Recommendation Model

Authors: Hsiu-Ping Lin, Suman Chauhan, Yougender Chauhan, Nagender Chauhan, Jongwook Woo

Comments: 5 pages, 4 figures, 8 tables

Subjects: Information Retrieval (cs.IR); Distributed, Parallel, and Cluster Computing (cs.DC)

[16]  arXiv:2310.03481 [pdf, other]

Title: Personalized Transformer-based Ranking for e-Commerce at Yandex

Authors: Kirill Khrylchenko, Alexander Fritzler

Comments: 6 pages, 1 figure, pre-print

Subjects: Information Retrieval (cs.IR)

[17]  arXiv:2310.03491 [pdf, other]

Title: TPDR: A Novel Two-Step Transformer-based Product and Class Description Match and Retrieval Method

Authors: Washington Cunha, Celso França, Leonardo Rocha, Marcos André Gonçalves

Comments: 10 pages, 8 figures, 5 tables

Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG); Software Engineering (cs.SE)

[18]  arXiv:2310.03766 [pdf, ps, other]

Title: Literature Based Discovery (LBD): Towards Hypothesis Generation and Knowledge Discovery in Biomedical Text Mining

Authors: Balu Bhasuran, Gurusamy Murugesan, Jeyakumar Natarajan

Comments: 43 Pages, 5 Figures, 4 Tables

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)

[19]  arXiv:2310.03813 [pdf, other]

Title: Cold-start Bundle Recommendation via Popularity-based Coalescence and Curriculum Heating

Authors: Hyunsik Jeon, Jong-eun Lee, Jeongin Yun, U Kang

Comments: 8 pages, 4 figures, 4 tables

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)

[20]  arXiv:2310.03859 [pdf, other]

Title: Living Lab Evaluation for Life and Social Sciences Search Platforms -- LiLAS at CLEF 2021

Authors: Philipp Schaer, Johann Schaible, Leyla Jael Castro

Comments: 8 pages. Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021

Subjects: Information Retrieval (cs.IR); Digital Libraries (cs.DL)

[21]  arXiv:2310.03919 [pdf, other]

Title: An Efficient Content-based Time Series Retrieval System

Authors: Chin-Chia Michael Yeh, Huiyuan Chen, Xin Dai, Yan Zheng, Junpeng Wang, Vivian Lai, Yujie Fan, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang, Jeff M. Phillips

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[22]  arXiv:2310.03984 [pdf, other]

Title: AdaRec: Adaptive Sequential Recommendation for Reinforcing Long-term User Engagement

Authors: Zhenghai Xue, Qingpeng Cai, Tianyou Zuo, Bin Yang, Lantao Hu, Peng Jiang, Kun Gai, Bo An

Comments: Preprint. Under Review

Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)

[23]  arXiv:2310.04094 [pdf, other]

Title: Searching COVID-19 clinical research using graphical abstracts

Authors: Francesco Invernici, Anna Bernasconi, Stefano Ceri

Comments: 12 pages, 6 figures

Subjects: Information Retrieval (cs.IR); Digital Libraries (cs.DL)

[24]  arXiv:2310.04205 [pdf, other]

Title: Keyword Augmented Retrieval: Novel framework for Information Retrieval integrated with speech interface

Authors: Anupam Purwar, Rahul Sundar

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)

[25]  arXiv:2310.04230 [pdf, other]

Title: Lending Interaction Wings to Recommender Systems with Conversational Agents

Authors: Jiarui Jin, Xianyu Chen, Fanghua Ye, Mengyue Yang, Yue Feng, Weinan Zhang, Yong Yu, Jun Wang

Comments: NeurIPS 2023

Subjects: Information Retrieval (cs.IR)