| 2021 | Counterfactual Generative Smoothing for Imbalanced Natural Language Classification. | Hojae Han, Seungtaek Choi, Myeongho Jeong, Jin-Woo Park, Seung-won Hwang |
| 2021 | Learning Discriminative and Unbiased Representations for Few-Shot Relation Extraction. | Jiale Han, Bo Cheng, Guoshun Nan |
| 2021 | AdaSim: A Recursive Similarity Measure in Graphs. | Masoud Reyhani Hamedani, Sang-Wook Kim |
| 2021 | CauSeR: Causal Session-based Recommendations for Handling Popularity Bias. | Priyanka Gupta, Ankit Sharma, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff |
| 2021 | Large-Scale Information Extraction under Privacy-Aware Constraints. | Rajeev Gupta, Ranganath Kondapally |
| 2021 | Integrating Transductive and Inductive Embeddings Improves Link Prediction Accuracy. | Chitrank Gupta, Yash Jain, Abir De, Soumen Chakrabarti |
| 2021 | Region Invariant Normalizing Flows for Mobility Transfer. | Vinayak Gupta, Srikanta Bedathur |
| 2021 | Using Neighborhood Context to Improve Information Extraction from Visual Documents Captured on Mobile Phones. | Kalpa Gunaratna, Vijay Srinivasan, Sandeep Nama, Hongxia Jin |
| 2021 | GraphEvolveDroid: Mitigate Model Degradation in the Scenario of Android Ecosystem Evolution. | Yonghao Gu, Liangxun Li |
| 2021 | NED: Niche Detection in User Content Consumption Data. | Ekta Gujral, Leonardo Neves, Evangelos E. Papalexakis, Neil Shah |
| 2021 | Self-Supervised Learning on Users' Spontaneous Behaviors for Multi-Scenario Ranking in E-commerce. | Yulong Gu, Wentian Bao, Dan Ou, Xiang Li, Baoliang Cui, Biyu Ma, Haikuan Huang, Qingwen Liu, Xiaoyi Zeng |
| 2021 | VPALG: Paper-publication Prediction with Graph Neural Networks. | Renchu Guan, Yonghao Liu, Xiaoyue Feng, Ximing Li |
| 2021 | CDCEO'21 - First Workshop on Complex Data Challenges in Earth Observation. | Aleksandra Gruca, Pedro Herruzo, Pilar Rpodas, Andrzej Kucik, Christian Briese, Michael K. Kopp, Sepp Hochreiter, Pedram Ghamisi, David P. Kreil |
| 2021 | On the Impact of Features and Classifiers for Measuring Knowledge Gain during Web Search - A Case Study. | Wolfgang Gritz, Anett Hoppe, Ralph Ewerth |
| 2021 | Pulling Up by the Causal Bootstraps: Causal Data Augmentation for Pre-training Debiasing. | Sindhu C. M. Gowda, Shalmali Joshi, Haoran Zhang, Marzyeh Ghassemi |
| 2021 | Mining Bursty Groups from Interaction Data. | Alexander Gorovits, Lin Zhang, Ekta Gujral, Evangelos E. Papalexakis, Petko Bogdanov |
| 2021 | Driving the Herd: Search Engines as Content Influencers. | Gregory Goren, Oren Kurland, Moshe Tennenholtz, Fiana Raiber |
| 2021 | Histogram-based Deep Neural Network for Quantification. | Pablo Gonzlez, Juan Jos del Coz |
| 2021 | Density-Based Dynamic Curriculum Learning for Intent Detection. | Yantao Gong, Cao Liu, Jiazhen Yuan, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Ruiyao Niu, Houfeng Wang |
| 2021 | Zero-shot Relation Classification from Side Information. | Jiaying Gong, Hoda Eldardiry |
| 2021 | Hierarchical Semantics Matching For Heterogeneous Spatio-temporal Sources. | Daniel Glake, Norbert Ritter, Florian Ocker, Nima Ahmady-Moghaddam, Daniel Osterholz, Ulfia Lenfers, Thomas Clemen |
| 2021 | EasyFlinkCEP: Big Event Data Analytics for Everyone. | Nikos Giatrakos, Eleni Kougioumtzi, Antonios Kontaxakis, Antonios Deligiannakis, Yannis Kotidis |
| 2021 | DeepGroup: Group Recommendation with Implicit Feedback. | Sarina Sajadi Ghaemmaghami, Amirali Salehi-Abari |
| 2021 | Multilingual Entity Linking System for Wikipedia with a Machine-in-the-Loop Approach. | Martin Gerlach, Marshall Miller, Rita Ho, Kosta Harlan, Djellel Eddine Difallah |
| 2021 | To Be or not to Be, Tail Labels in Extreme Multi-label Learning. | Zhiqi Ge, Ximing Li |