Accepted Papers

All papers, with their reviews and other details, are also available on OpenReview.

Archival Papers

• Using BibTeX to Automatically Generate Labeled Data for Citation Field Extraction (PDF)
  Dung Thai, Zhiyang Xu, Nicholas Monath, Boris Veytsman, Andrew McCallum.
  
• Empirical Evaluation of Pretraining Strategies for Supervised Entity Linking (PDF)
  Thibault Févry, Nicholas FitzGerald, Livio Baldini Soares, Tom Kwiatkowski.
  
• XREF: Entity Linking for Chinese News Comments with Supplementary Article Reference (PDF)
  Xinyu Hua, Lei Li, Lifeng Hua, Lu Wang.
  
• How Context Affects Language Models' Factual Predictions (PDF)
  Fabio Petroni, Patrick Lewis, Aleksandra Piktus, Tim Rocktäschel, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel.
  
• Learning Credal Sum-Product Networks (PDF)
  Amelie Levray, Vaishak Belle.
  
• Dolores: Deep Contextualized Knowledge Graph Embeddings (PDF)
  Haoyu Wang, Vivek Kulkarni, William Yang Wang.
  
• IterefinE: Iterative KG Refinement Embeddings using Symbolic Knowledge (PDF)
  Siddhant Arora, Srikanta Bedathur, Maya Ramanath, Deepak Sharma.
  
• Exploiting Semantic Relations for Fine-grained Entity Typing (PDF)
  Hongliang Dai, Yangqiu Song, Xin Li.
  
• Cross-context News Corpus for Protest Events related Knowledge Base Construction (PDF)
  Ali Hürriyetoğlu, Erdem Yörük, Deniz Yüret, Osman Mutlu, Çağrı Yoltar, Fırat Duruşan, Burak Gürel.
  
• Joint Reasoning for Multi-Faceted Commonsense Knowledge (PDF)
  Yohan Chalier, Simon Razniewski, Gerhard Weikum.
  
• Syntactic Question Abstraction and Retrieval for Data-Scarce Semantic Parsing (PDF)
  Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Minjoon Seo.
  
• Enriching Knowledge Bases with Interesting Negative Statements (PDF)
  Hiba Arnaout, Simon Razniewski, Gerhard Weikum.
  
• Contrastive Entity Linkage: Mining Variational Attributes from Large Catalogs for Entity Linkage (PDF)
  Varun Embar, Bunyamin Sisman, Hao Wei, Xin Luna Dong, Christos Faloutsos, Lise Getoor.
  
• Semi-Automating Knowledge Base Construction for Cancer Genetics (PDF)
  Somin Wadhwa, Kanhua Yin, Kevin S. Hughes, Byron Wallace.
  
• Learning Relation Entailment with Structured and Textual Information (PDF)
  Zhengbao Jiang, Jun Araki, Donghan Yu, Ruohong Zhang, Wei Xu, Yiming Yang, Graham Neubig.
  
• Knowledge Graph Simple Question Answering for Unseen Domains (PDF)
  Georgios Sidiropoulos, Nikos Voskarides, Evangelos Kanoulas.
  
• Procedural Reading Comprehension with Attribute-Aware Context Flow (PDF)
  Aida Amini, Antoine Bosselut, Bhavana Dalvi Mishra, Yejin Choi, Hannaneh Hajishirzi.
  
• Ranking vs. Classifying: Measuring Knowledge Base Completion Quality (PDF)
  Marina Speranskaya, Martin Schmitt, Benjamin Roth.
  
• Revisiting Evaluation of Knowledge Base Completion Models (PDF)
  Pouya Pezeshkpour, Yifan Tian, Sameer Singh.
  
• Graph Hawkes Neural Network for Forecasting on Temporal Knowledge Graphs (PDF)
  Zhen Han, Yunpu Ma, Yuyi Wang, Stephan Günnemann, Volker Tresp.
  
• OxKBC: Outcome Explanation for Factorization Based Knowledge Base Completion (PDF)
  Yatin Nandwani, Ankesh Gupta, Aman Agrawal, Mayank Singh Chauhan, Parag Singla, Mausam.
  
• TransINT: Embedding Implication Rules in Knowledge Graphs with Isomorphic Intersections of Linear Subspaces (PDF)
  So Yeon Min, Preethi Raghavan, Peter Szolovits.
  
• Representing Joint Hierarchies with Box Embeddings (PDF)
  Dhruvesh Patel, Shib Sankar Dasgupta, Michael Boratko, Xiang Li, Luke Vilnis, Andrew McCallum.
  
• Sampo: Unsupervised Knowledge Base Construction for Opinions and Implications (PDF)
  Nikita Bhutani, Aaron Traylor, Chen Chen, Xiaolan Wang, Behzad Golshan, Wang-Chiew Tan.
  
• Predicting Institution Hierarchies with Set-based Models (PDF)
  Derek Tam, Nicholas Monath, Ari Kobren, Andrew McCallum.
  
• Enriching Large-Scale Eventuality Knowledge Graph with Entailment Relations (PDF)
  Changlong Yu, Hongming Zhang, Yangqiu Song, Wilfred Ng, Lifeng Shang.
  
• A Simple Approach to Case-Based Reasoning in Knowledge Bases (PDF)
  Rajarshi Das, Ameya Godbole, Shehzaad Dhuliawala, Manzil Zaheer, Andrew McCallum.
  

Non-Archival Papers

• Knowledge Graph Embedding Compression
  Mrinmaya Sachan.
  
• CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning
  Bill Yuchen Lin, Ming Shen, Wangchunshu Zhou, Pei Zhou, Chandra Bhagavatula, Yejin Choi, Xiang Ren.