Accepted Papers (Oral and Poster Presentations)

  • TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning. Jing Zhu (University of Michigan, Ann Arbor); Xiang Song (Amazon); Vassilis N. Ioannidis (Amazon Web Services); Danai Koutra (U Michigan); Christos Faloutsos (CMU) [Paper] [Slides]
  • Automatic Question-Answer Generation for Long-Tail Knowledge. Youngmin Kim (Carnegie Mellon University); Rohan Kumar (Carnegie Mellon University); Sunitha Ravi (Carnegie Mellon University); Haitian Sun (Carnegie Mellon University); Ruslan Salakhutdinov (Carnegie Mellon University); Minji Yoon (Carnegie Mellon University) [Paper]
  • PV2TEA: Patching Visual Modality to Textual-Established Product Attribute Extraction. Hejie Cui (Emory University); Rongmei Lin (Amazon); Nasser Zalmout (NYU Abu Dhabi); Chenwei Zhang (Amazon); Jingbo Shang (University of California, San Diego); Carl Yang (Emory University); Xian Li (Amazon) [Paper] [Slides]
  • Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification. Anni Zou (Shanghai Jiaotong University); Zhuosheng Zhang (Shanghai Jiao Tong University); Hai Zhao (Shanghai Jiao Tong University) [Paper] [Slides]

Accepted Papers (Poster Presentation)

  • Tackling the Class Imbalance Challenge for Software Defect Type Classification using Knowledge Augmented Method. Sangameshwar Patil (TCS Research); B. Ravindran (IITM) [Paper]
  • DSTEA: Improving Dialogue State Tracking via Entity Adaptive Pre-training. Yukyung Lee (Korea University); Takyoung Kim (Korea University); Hoonsang Yoon (Korea University); Pilsung Kang (Korea University); Junseong Bang (ETRI); Misuk Kim (Sejong University) [Paper]
  • Dense Retrieval of Knowledge Graphs for Question Answering. Sharmila Reddy N (Stanford University); Michihiro Yasunaga (Stanford University); Hongyu Ren (Stanford University); Qian Huang (Stanford University ); Percy Liang (Stanford University); Jure Leskovec (Stanford University) [Paper]
  • Knowledge-Infused Self Attention Transformers. Kaushik Roy (Artificial Intelligence Institute, University of South Carolina); Yuxin Zi (Artificial Intelligence Institute, University of South Carolina); Vignesh Narayanan (Artificial Intelligence Institute, University of South Carolina); Manas Gaur (University of Maryland Baltimore County); Amit P Sheth (University of South Carolina) [Paper]