---
title: "SIGIR 2020 — accepted papers — Elamur Research"
description: "SIGIR 2020 — accepted papers: 2 papers in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2020/"
---
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[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [SIGIR](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/) / 2020

# SIGIR 2020 — accepted papers

SIGIR 2020 is the 2020 edition of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR). OpenAlex lists 382 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**382** papers in the proceedings](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2020/#works) · [**1,833** citations of these works](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2020/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[LightGCN](https://doi.org/10.1145/3397271.3401063)**Xiangnan He, Kuan Deng, Xiang Wang et al.*4,430 citations*
2. **[ColBERT](https://md.research.elamur.ai/free/en/papers/khattab-2020-colbert-efficient-effective-passage/)**Omar Khattab, Matei Zaharia*1,248 citations · our summary*
3. **[Disentangled Graph Collaborative Filtering](https://doi.org/10.1145/3397271.3401137)**Xiang Wang, Hongye Jin, An Zhang et al.*624 citations*
4. **[Global Context Enhanced Graph Neural Networks for Session-based Recommendation](https://doi.org/10.1145/3397271.3401142)**Ziyang Wang, Wei Wei, Gao Cong et al.*558 citations*
5. **[Multi-behavior Recommendation with Graph Convolutional Networks](https://doi.org/10.1145/3397271.3401072)**Bowen Jin, Chen Gao, Xiangnan He et al.*415 citations*
6. **[CKAN](https://doi.org/10.1145/3397271.3401141)**Ze Wang, Guangyan Lin, Huobin Tan et al.*311 citations*
7. **[Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection](https://doi.org/10.1145/3397271.3401253)**Zhiwei Liu, Yingtong Dou, Philip S. Yu et al.*301 citations*
8. **[Next-item Recommendation with Sequential Hypergraphs](https://doi.org/10.1145/3397271.3401133)**Jianling Wang, Kaize Ding, Liangjie Hong et al.*277 citations*
9. **[TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation](https://doi.org/10.1145/3397271.3401319)**Feng Yu, Yanqiao Zhu, Qiang Liu et al.*230 citations*
10. **[Self-Supervised Reinforcement Learning for Recommender Systems](https://doi.org/10.1145/3397271.3401147)**Xin Xin, Alexandros Karatzoglou, Ioannis Arapakis et al.*219 citations*

## All accepted papers (382)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. **[LightGCN](https://doi.org/10.1145/3397271.3401063)**Xiangnan He, Kuan Deng, Xiang Wang et al.*4,430 citations*
2. **[ColBERT](https://md.research.elamur.ai/free/en/papers/khattab-2020-colbert-efficient-effective-passage/)**Omar Khattab, Matei Zaharia*1,248 citations · our summary*
3. **[Disentangled Graph Collaborative Filtering](https://doi.org/10.1145/3397271.3401137)**Xiang Wang, Hongye Jin, An Zhang et al.*624 citations*
4. **[Global Context Enhanced Graph Neural Networks for Session-based Recommendation](https://doi.org/10.1145/3397271.3401142)**Ziyang Wang, Wei Wei, Gao Cong et al.*558 citations*
5. **[Multi-behavior Recommendation with Graph Convolutional Networks](https://doi.org/10.1145/3397271.3401072)**Bowen Jin, Chen Gao, Xiangnan He et al.*415 citations*
6. **[CKAN](https://doi.org/10.1145/3397271.3401141)**Ze Wang, Guangyan Lin, Huobin Tan et al.*311 citations*
7. **[Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection](https://doi.org/10.1145/3397271.3401253)**Zhiwei Liu, Yingtong Dou, Philip S. Yu et al.*301 citations*
8. **[Next-item Recommendation with Sequential Hypergraphs](https://doi.org/10.1145/3397271.3401133)**Jianling Wang, Kaize Ding, Liangjie Hong et al.*277 citations*
9. **[TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation](https://doi.org/10.1145/3397271.3401319)**Feng Yu, Yanqiao Zhu, Qiang Liu et al.*230 citations*
10. **[Self-Supervised Reinforcement Learning for Recommender Systems](https://doi.org/10.1145/3397271.3401147)**Xin Xin, Alexandros Karatzoglou, Ioannis Arapakis et al.*219 citations*
11. **[Joint-modal Distribution-based Similarity Hashing for Large-scale Unsupervised Deep Cross-modal Retrieval](https://doi.org/10.1145/3397271.3401086)**Song Liu, Shengsheng Qian, Yang Guan et al.*212 citations*
12. **[Streaming Graph Neural Networks](https://doi.org/10.1145/3397271.3401092)**Yao Ma, Ziyi Guo, Zhaocun Ren et al.*209 citations*
13. **[Controlling Fairness and Bias in Dynamic Learning-to-Rank](https://doi.org/10.1145/3397271.3401100)**Marco Morik, Ashudeep Singh, Jessica Hong et al.*205 citations*
14. **[CATN](https://doi.org/10.1145/3397271.3401169)**Cheng Zhao, Chenliang Li, Rong Xiao et al.*203 citations*
15. **[Fairness-Aware Explainable Recommendation over Knowledge Graphs](https://doi.org/10.1145/3397271.3401051)**Zuohui Fu, Yikun Xian, Ruoyuan Gao et al.*202 citations*
16. **[A General Knowledge Distillation Framework for Counterfactual Recommendation via Uniform Data](https://doi.org/10.1145/3397271.3401083)**Dugang Liu, Pengxiang Cheng, Zhenhua Dong et al.*186 citations*
17. **[Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View](https://doi.org/10.1145/3397271.3401057)**Jibing Gong, Shen Wang, Jinlong Wang et al.*176 citations*
18. **[Neighbor Interaction Aware Graph Convolution Networks for Recommendation](https://doi.org/10.1145/3397271.3401123)**Jianing Sun, Yingxue Zhang, Wei Guo et al.*171 citations*
19. **[Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning](https://doi.org/10.1145/3397271.3401174)**Sijin Zhou, Xinyi Dai, Haokun Chen et al.*166 citations*
20. **[GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Detection](https://doi.org/10.1145/3397271.3401165)**Shijie Zhang, Hongzhi Yin, Tong Chen et al.*161 citations*
21. **[Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation](https://doi.org/10.1145/3397271.3401156)**Fajie Yuan, Xiangnan He, Alexandros Karatzoglou et al.*157 citations*
22. **[Convolutional Knowledge Tracing: Modeling Individualization in Student Learning Process](https://doi.org/10.1145/3397271.3401288)**Shuanghong Shen, Qi Liu, Enhong Chen et al.*149 citations*
23. **[Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network](https://doi.org/10.1145/3397271.3401445)**Lianghao Xia, Chao Huang, Yong Xu et al.*146 citations*
24. **[Entire Space Multi-Task Modeling via Post-Click Behavior Decomposition for Conversion Rate Prediction](https://doi.org/10.1145/3397271.3401443)**Hong Wen, Jing Zhang, Yuan Wang et al.*135 citations*
25. **[Few-Shot Generative Conversational Query Rewriting](https://doi.org/10.1145/3397271.3401323)**Yu Shi, Jiahua Liu, Jingqin Yang et al.*135 citations*

[See all 382 papers in SIGIR 2020 — accepted papers →](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2020/papers/)

## Papers with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. **[ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT](https://md.research.elamur.ai/free/en/papers/khattab-2020-colbert-efficient-effective-passage/) [International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/)**Omar Khattab, Matei Zaharia*2020 · 1,777 citations*
2. **[Contextual Dialogue Act Classification for Open-Domain Conversational Agents](https://md.research.elamur.ai/free/en/papers/ahmadvand-2020-contextual-dialogue-act-classification-open/) [International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/)**Ali Ahmadvand, Jason Ingyu Choi, Eugene Agichtein*2020 · 56 citations*

## Top topics

Topics of its works in our library, with the number of works on each.

[Speech act theory (1)](https://md.research.elamur.ai/free/en/topics/speech-act-theory/) · [Dialogue systems (1)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/)

## Fields

[Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Matei Zaharia**1 work here · 1,777 citations](https://md.research.elamur.ai/free/en/authors/matei-zaharia/) · [🧑‍🔬**Omar Khattab**1 work here · 1,777 citations](https://md.research.elamur.ai/free/en/authors/omar-khattab/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Emory University** Atlanta · United States 1 work here](https://md.research.elamur.ai/free/en/universities/emory-university/) · [🎓**Stanford University** Stanford · United States 1 work here](https://md.research.elamur.ai/free/en/universities/stanford-university/)

works and citations from OpenAlex and our library.

- [← previous SIGIR 2009](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2009/)
- [next → SIGIR 2021](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2021/)
- [↑ back to SIGIR](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/)