SIGIR

Task-Oriented Dialogue System as Natural Language Generation

Weizhi Wang, Zhirui Zhang, Junliang Guo, Yinpei Dai, Boxing Chen, Weihua Luo

Comments SIGIR 2022

Graph Trend Filtering Networks for Recommendations

Wenqi Fan, Xiaorui Liu, Wei Jin, Xiangyu Zhao, Jiliang Tang, Qing Li

Comments Appear in 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022)

Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction

Xinyu Ma, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Xueqi Cheng

Comments Accepted to SIGIR 2022

Zero-shot Query Contextualization for Conversational Search

Antonios Minas Krasakis, Andrew Yates, Evangelos Kanoulas

Comments Accepted @ SIGIR 2022

GERE: Generative Evidence Retrieval for Fact Verification

Jiangui Chen, Ruqing Zhang, Jiafeng Guo, Yixing Fan, Xueqi Cheng

Comments Accepted by SIGIR 2022

Human Preferences as Dueling Bandits

Xinyi Yan, Chengxi Luo, Charles L. A. Clarke, Nick Craswell, Ellen M. Voorhees, Pablo Castells

Comments To appear in 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. Associated code and data is available at https://github.com/XinyiYan/duelingBandits

BSAL: A Framework of Bi-component Structure and Attribute Learning for Link Prediction

Bisheng Li, Min Zhou, Shengzhong Zhang, Menglin Yang, Defu Lian, Zengfeng Huang

Comments Accepted by SIGIR 2022

Generalizing to the Future: Mitigating Entity Bias in Fake News Detection

Yongchun Zhu, Qiang Sheng, Juan Cao, Shuokai Li, Danding Wang, Fuzhen Zhuang

Comments Accepted by SIGIR 2022

Synthetic Target Domain Supervision for Open Retrieval QA

Revanth Gangi Reddy, Bhavani Iyer, Md Arafat Sultan, Rong Zhang, Avirup Sil, Vittorio Castelli, Radu Florian, Salim Roukos

Comments Published at SIGIR 2021

Constrained Sequence-to-Tree Generation for Hierarchical Text Classification

Chao Yu, Yi Shen, Yue Mao, Longjun Cai

Comments Accepted by SIGIR-2022

MP2: A Momentum Contrast Approach for Recommendation with Pointwise and Pairwise Learning

Menghan Wang, Yuchen Guo, Zhenqi Zhao, Guangzheng Hu, Yuming Shen, Mingming Gong, Philip Torr

Comments This paper was accepted at SIGIR 2022

Preference Enhanced Social Influence Modeling for Network-Aware Cascade Prediction

Likang Wu, Hao Wang, Enhong Chen, Zhi Li, Hongke Zhao, Jianhui Ma

Comments SIGIR 2022

CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems

Mohammadmehdi Naghiaei, Hossein A. Rahmani, Yashar Deldjoo

Comments SIGIR 2022

AHP: Learning to Negative Sample for Hyperedge Prediction

Hyunjin Hwang, Seungwoo Lee, Chanyoung Park, Kijung Shin

Comments To be published in the Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022)

Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy

Wenqiang Lei, Yao Zhang, Feifan Song, Hongru Liang, Jiaxin Mao, Jiancheng Lv, Zhenglu Yang, Tat-Seng Chua

Comments Accepted to SIGIR 2022

Training Entire-Space Models for Target-oriented Opinion Words Extraction

Yuncong Li, Fang Wang, Sheng-Hua Zhong

Comments SIGIR 2022 (Short Paper)

Composite Code Sparse Autoencoders for first stage retrieval

Carlos Lassance, Thibault Formal, Stephane Clinchant

Comments 24 pages, longer version of short paper accepted at SIGIR 2021

FUM: Fine-grained and Fast User Modeling for News Recommendation

Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang

Comments SIGIR 2022

News Recommendation with Candidate-aware User Modeling

Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang

Comments SIGIR 2022

ProFairRec: Provider Fairness-aware News Recommendation

Tao Qi, Fangzhao Wu, Chuhan Wu, Peijie Sun, Le Wu, Xiting Wang, Yongfeng Huang, Xing Xie

Comments SIGIR 2022

Coarse-to-Fine Sparse Sequential Recommendation

Jiacheng Li, Tong Zhao, Jin Li, Jim Chan, Christos Faloutsos, George Karypis, Soo-Min Pantel, Julian McAuley

Comments Accepted as conference paper at SIGIR 2022

Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation

Guogang Liao, Xiaowen Shi, Ze Wang, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang

Comments Accepted by SIGIR 2022 as short paper

Graph Meta Network for Multi-Behavior Recommendation

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

Comments Published as a full paper at SIGIR 2021

Meta-Inductive Node Classification across Graphs

Zhihao Wen, Yuan Fang, Zemin Liu

Comments In proceedings of SIGIR 2021

The Effects of Interactive AI Design on User Behavior: An Eye-tracking Study of Fact-checking COVID-19 Claims

Li Shi, Nilavra Bhattacharya, Anubrata Das, Matthew Lease, Jacek Gwidzka

Journal ref Published in ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2022), March 14 --- 18, 2022, Regensburg, Germany

Web of Scholars: A Scholar Knowledge Graph

Jiaying Liu, Jing Ren, Wenqing Zheng, Lianhua Chi, Ivan Lee, Feng Xia

Journal ref Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. 2020: 2153-2156

PTHash: Revisiting FCH Minimal Perfect Hashing

Giulio Ermanno Pibiri, Roberto Trani

Comments Accepted to SIGIR 2021

Journal ref SIGIR 2021: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. July 2021. Pages 1339-1348

Efficient and Effective Query Auto-Completion

Simon Gog, Giulio Ermanno Pibiri, Rossano Venturini

Comments Published in SIGIR 2020

Journal ref SIGIR 2020: Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. July 2020. Pages 2271-2280

State of the Art of User Simulation approaches for conversational information retrieval

Pierre Erbacher, Laure Soulier, Ludovic Denoyer

Comments SIM4IR - Sigir Workshop 2021

Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos?

Maria Perez-Ortiz, Sahan Bulathwela, Claire Dormann, Meghana Verma, Stefan Kreitmayer, Richard Noss, John Shawe-Taylor, Yvonne Rogers, Emine Yilmaz

Comments Published at the ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR'22)