SIGIR

Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate Estimation

Siyuan Guo, Lixin Zou, Yiding Liu, Wenwen Ye, Suqi Cheng, Shuaiqiang Wang, Hechang Chen, Dawei Yin, Yi Chang

Comments 10 pages, 3 figures, accepted by SIGIR 2021

Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution

Qiuhao Lu, Thien Huu Nguyen, Dejing Dou

Comments SIGIR 2021

SaL-Lightning Dataset: Search and Eye Gaze Behavior, Resource Interactions and Knowledge Gain during Web Search

Christian Otto, Markus Rokicki, Georg Pardi, Wolfgang Gritz, Daniel Hienert, Ran Yu, Johannes von Hoyer, Anett Hoppe, Stefan Dietze, Peter Holtz, Yvonne Kammerer, Ralph Ewerth

Comments To be published at the 2022 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR '22)

How Powerful are Interest Diffusion on Purchasing Prediction: A Case Study of Taocode

Xuanwen Huang, Yang Yang, Ziqiang Cheng, Shen Fan, Zhongyao Wang, Juren Li, Jun Zhang, Jingmin Chen

Journal ref Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

A Proposed Conceptual Framework for a Representational Approach to Information Retrieval

Jimmy Lin

Comments SIGIR Forum, Volume 55, Number 2 (December 2021)

DSGPT: Domain-Specific Generative Pre-Training of Transformers for Text Generation in E-commerce Title and Review Summarization

Xueying Zhang, Yunjiang Jiang, Yue Shang, Zhaomeng Cheng, Chi Zhang, Xiaochuan Fan, Yun Xiao, Bo Long

Journal ref SIGIR 2021: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, July 2021, Pages 2146-2150

GraphPAS: Parallel Architecture Search for Graph Neural Networks

Jiamin Chen, Jianliang Gao, Yibo Chen, Oloulade Babatounde Moctard, Tengfei Lyu, Zhao Li

Comments 5 papes,3 figures,Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval

A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models

Iurii Mokrii, Leonid Boytsov, Pavel Braslavski

Journal ref SIGIR 2021 (44th International ACM SIGIR Conference on Research and Development in Information Retrieval)

Personalized Counterfactual Fairness in Recommendation

Yunqi Li, Hanxiong Chen, Shuyuan Xu, Yingqiang Ge, Yongfeng Zhang

Comments 10 pages. Accepted to ACM SIGIR 2021

Cross-Batch Negative Sampling for Training Two-Tower Recommenders

Jinpeng Wang, Jieming Zhu, Xiuqiang He

Comments Paper accepted in SIGIR'2021

AutoDebias: Learning to Debias for Recommendation

Jiawei Chen, Hande Dong, Yang Qiu, Xiangnan He, Xin Xin, Liang Chen, Guli Lin, Keping Yang

Comments Accepted by SIGIR 2021

Propensity-scored Probabilistic Label Trees

Marek Wydmuch, Kalina Jasinska-Kobus, Rohit Babbar, Krzysztof Dembczyński

Comments The extended version of SIGIR '21 Short Research Paper

Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network

Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Bo Zhang, Liefeng Bo

Comments Published as a full paper at SIGIR 2020

Evaluating Variable-Length Multiple-Option Lists in Chatbots and Mobile Search

Pepa Atanasova, Georgi Karadzhov, Yasen Kiprov, Preslav Nakov, Fabrizio Sebastiani

Comments 4 pages, in Proceeding of SIGIR 2019

Journal ref Final version published in Proceedings of the 42nd ACM Conference on Research and Development in Information Retrieval (SIGIR 2016), Paris, FR, 2019, pp. 997-1000

Understanding the Role of Affect Dimensions in Detecting Emotions from Tweets: A Multi-task Approach

Rajdeep Mukherjee, Atharva Naik, Sriyash Poddar, Soham Dasgupta, Niloy Ganguly

Comments 5 pages, Short Paper accepted at SIGIR 2021

Journal ref Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2021

Learning Early Exit Strategies for Additive Ranking Ensembles

Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani

Comments 5 pages, 3 figures, ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 21)

Journal ref 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Association for Computing Machinery, 2021, 2217-2221

L2R2: Leveraging Ranking for Abductive Reasoning

Yunchang Zhu, Liang Pang, Yanyan Lan, Xueqi Cheng

Comments SIGIR 2020

CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation

Shengyu Zhang, Dong Yao, Zhou Zhao, Tat-seng Chua, Fei Wu

Comments Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021)

One Chatbot Per Person: Creating Personalized Chatbots based on Implicit User Profiles

Zhengyi Ma, Zhicheng Dou, Yutao Zhu, Hanxun Zhong, Ji-Rong Wen

Comments Accepted By SIGIR 2021, Full Papers. The code is available at https://github.com/zhengyima/DHAP

Aligning Hotel Embeddings using Domain Adaptation for Next-Item Recommendation

Ioannis Partalas

Comments ACM SIGIR Workshop on eCommerce, July 15, 2021, Virtual Event, Montreal, Canada

Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs

Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum

Comments SIGIR 2021 Long Paper, 11 pages

Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback

Haoming Li, Feiyang Pan, Xiang Ao, Zhao Yang, Min Lu, Junwei Pan, Dapeng Liu, Lei Xiao, Qing He

Comments In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '21), July 11--15, 2021, Virtual Event, Canada. ACM, New York, NY, USA, 5 pages. https://doi.org/10.1145/3404835.3463045

Conditional Sequential Slate Optimization

Yipeng Zhang, Mingjian Lu, Saratchandra Indrakanti, Manojkumar Rangasamy Kannadasan, Abraham Bagherjeiran

Comments 9 pages, 4 figures, Accepted by SIGIR eCom'21

Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering

Aman Jain, Mayank Kothyari, Vishwajeet Kumar, Preethi Jyothi, Ganesh Ramakrishnan, Soumen Chakrabarti

Comments Accepted at SIGIR 2021

Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher Distillation

Jaekeol Choi, Euna Jung, Jangwon Suh, Wonjong Rhee

Comments 5 pages, 2 figures

Journal ref SIGIR 2021

Deep Music Retrieval for Fine-Grained Videos by Exploiting Cross-Modal-Encoded Voice-Overs

Tingtian Li, Zixun Sun, Haoruo Zhang, Jin Li, Ziming Wu, Hui Zhan, Yipeng Yu, Hengcan Shi

Comments accepted by ACM SIGIR '21

Elliot: a Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco Maria Donini, Tommaso Di Noia

Comments Published at SIGIR 2021, 10 pages, 1 figure

Journal ref Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval 2021

Neural Graph Matching based Collaborative Filtering

Yixin Su, Rui Zhang, Sarah Erfani, Junhao Gan

Comments 10 pages, 6 figures, 4 tables, SIGIR 2021

Rethinking Search: Making Domain Experts out of Dilettantes

Donald Metzler, Yi Tay, Dara Bahri, Marc Najork

Journal ref SIGIR Forum 55, 1, Article 13 (June 2021), 27 pages

Prior Art Search and Reranking for Generated Patent Text

Jieh-Sheng Lee, Jieh Hsiang

Comments 7 pages, 3 figures, 1 table

Journal ref The 2nd Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2021) co-located with the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval