Accepted Papers

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

Archival Papers

• Do Boat and Ocean Suggest Beach? Dialogue Summarization with External Knowledge (PDF)
  Tianqing Fang, Haojie Pan, Hongming Zhang, Yangqiu Song, Kun Xu, Dong Yu.
  
• The Vagueness of Vagueness in Noun Phrases (PDF)
  Pierre-Henri Paris, Syrine El Aoud, Fabian M. Suchanek.
  
• Why a Naive Way to Combine Symbolic and Latent Knowledge Base Completion Works Surprisingly Well (PDF)
  Christian Meilicke, Patrick Betz, Heiner Stuckenschmidt.
  
• Enterprise Alexandria: Online High-Precision Enterprise Knowledge Base Construction with Typed Entities (PDF)
  John Winn, Matteo Venanzi, Tom Minka, Ivan Korostelev, John Guiver, Elena Pochernina, Pavel Mishkov, Alex Spengler, Denise Wilkins, Sian Lindley, Richard Banks, Sam Webster, Yordan Zaykov.
  
• Abg-CoQA: Clarifying Ambiguity in Conversational Question Answering (PDF)
  Meiqi Guo, Mingda Zhang, Siva Reddy, Malihe Alikhani.
  
• A Joint Training Framework for Open-World Knowledge Graph Embeddings (PDF)
  Karthik V, Beethika Tripathi, Mitesh M Khapra, Balaraman Ravindran.
  
• One-shot Learning for Temporal Knowledge Graphs (PDF)
  Mehrnoosh Mirtaheri, Mohammad Rostami, Xiang Ren, Fred Morstatter, Aram Galstyan.
  
• KnowFi: Knowledge Extraction from Long Fictional Texts (PDF)
  Cuong Xuan Chu, Simon Razniewski, Gerhard Weikum.
  
• Open Temporal Relation Extraction for Question Answering (PDF)
  Chao Shang, Peng Qi, Guangtao Wang, Jing Huang, Youzheng Wu, Bowen Zhou.
  
• Regex Queries over Incomplete Knowledge Bases (PDF)
  Vaibhav Adlakha, Parth Shah, Srikanta J. Bedathur, Mausam ..
  
• Analyzing Commonsense Emergence in Few-shot Knowledge Models (PDF)
  Jeff Da, Ronan Le Bras, Ximing Lu, Yejin Choi, Antoine Bosselut.
  
• Behavioral Testing of Knowledge Graph Embedding Models for Link Prediction (PDF)
  Wiem Ben Rim, Carolin Lawrence, Kiril Gashteovski, Mathias Niepert, Naoaki Okazaki.
  
• Multilingual Fact Linking (PDF)
  Keshav Kolluru, Martin Rezk, Pat Verga, William W. Cohen, Partha Talukdar.
  
• A Case Study in Bootstrapping Ontology Graphs from Textbooks (PDF)
  Vinay K. Chaudhri, Matthew Boggess, Han Lin Aung, Debshila Basu Mallick, Andrew C Waters, Richard Baraniuk.
  
• Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations (PDF)
  Yihong Chen, Pasquale Minervini, Sebastian Riedel, Pontus Stenetorp.
  
• SHINRA2020-ML: Categorizing 30-language Wikipedia into fine-grained NE based on "``Resource by Collaborative Contribution" scheme (PDF)
  Satoshi Sekine, Kouta Nakayama, Maya Ando, Yu Usami, Masako Nomoto, Koji Matsuda.
  
• Reasoning with Transformer-based Models: Deep Learning, but Shallow Reasoning (PDF)
  Chadi Helwe, Chloé Clavel, Fabian M. Suchanek.
  
• Prompt Tuning or Fine-Tuning - Investigating Relational Knowledge in Pre-Trained Language Models (PDF)
  Leandra Fichtel, Jan-Christoph Kalo, Wolf-Tilo Balke.
  
• SAFRAN: An interpretable, rule-based link prediction method outperforming embedding models (PDF)
  Simon Ott, Christian Meilicke, Matthias Samwald.
  
• Modelling Monotonic and Non-Monotonic Attribute Dependencies with Embeddings: A Theoretical Analysis (PDF)
  Steven Schockaert.
  
• Neural Concept Formation in Knowledge Graphs (PDF)
  Agnieszka Dobrowolska, antonio vergari, Pasquale Minervini.
  
• Commonsense Reasoning with Implicit Knowledge in Natural Language (PDF)
  Pratyay Banerjee, Swaroop Mishra, Kuntal Kumar Pal, Arindam Mitra, Chitta Baral.
  
• NATCAT: Weakly Supervised Text Classification with Naturally Annotated Resources (PDF)
  Zewei Chu, Karl Stratos, Kevin Gimpel.
  
• One-shot to Weakly-Supervised Relation Classification using Language Models (PDF)
  Thy Thy Tran, Phong Le, Sophia Ananiadou.
  
• Abstractified Multi-instance Learning (AMIL) for Biomedical Relation Extraction (PDF)
  William P Hogan, Molly Huang, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Yoshiki Baeza, Andrew Bartko, Chun-Nan Hsu.
  
• Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study (PDF)
  Rahul Nadkarni, David Wadden, Iz Beltagy, Noah Smith, Hannaneh Hajishirzi, Tom Hope.
  
• Combining Analogy with Language Models for Knowledge Extraction (PDF)
  Danilo Neves Ribeiro, Kenneth Forbus.
  
• Manifold Alignment across Geometric Spaces for Knowledge Base Representation Learning (PDF)
  Huiru Xiao, Yangqiu Song.
  
• SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts (PDF)
  Arie Cattan, Sophie Johnson, Daniel S Weld, Ido Dagan, Iz Beltagy, Doug Downey, Tom Hope.
  

Non-Archival Papers

• Event Coreference Data (Almost) for Free: Mining Hyperlinks from Online News
  Michael Bugert, Iryna Gurevych.
  
• Phrase Retrieval Learns Passage Retrieval, Too
  Jinhyuk Lee, Alexander Wettig, Danqi Chen.
  
• Multilingual Knowledge Graph Completion With Joint Relation and Entity Alignment
  Harkanwar Singh, Soumen Chakrabarti, PRACHI JAIN, Sharod Roy Choudhury, Mausam ..
  
• Question Decomposition with Dependency Graphs
  Matan Hasson, Jonathan Berant.