AKBC Submissions

Story Generation with Commonsense Knowledge Graphs and Axioms
Filip Ilievski, Jay Pujara, Hanzhi Zhang
- Sep 03, 2021 (edited Oct 06, 2021)
- CSKB
- Readers: Everyone
CoSe-Co: Sentence Conditioned Generative CommonSense Contextualizer for Language Models
Rachit Bansal, Milan Aggarwal, Sumit Bhatia, Jivat Neet Kaur, Balaji Krishnamurthy
- Sep 03, 2021 (edited Oct 05, 2021)
- CSKB
- Readers: Everyone
No Need to Know Everything! Efficiently Augmenting Language Models With External Knowledge
Jivat Neet Kaur, Sumit Bhatia, Milan Aggarwal, Rachit Bansal, Balaji Krishnamurthy
- Sep 03, 2021 (edited Oct 05, 2021)
- CSKB
- Readers: Everyone
COPA-SSE: Semi-Structured Explanations for Commonsense Reasoning
Ana Brassard, Benjamin Heinzerling, Pride Kavumba, Kentaro Inui
- Sep 03, 2021 (edited Oct 04, 2021)
- CSKB
- Readers: Everyone
Manifold Alignment across Geometric Spaces for Knowledge Base Representation Learning
Huiru Xiao, Yangqiu Song
- Jun 22, 2021 (edited Oct 01, 2021)
- AKBC 2021
- Readers: Everyone
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access
Vilém Zouhar, Marius Mosbach, Debanjali Biswas, Dietrich Klakow
- Sep 03, 2021 (edited Sep 30, 2021)
- CSKB
- Readers: Everyone
Perhaps PTLMs should go to School – A Task to Assess Open Book and Closed Book QA
Manuel Rafael Ciosici, Joe Cecil, Dong-Ho Lee, Alex Hedges, Marjorie Freedman, Ralph Weischedel
- Sep 03, 2021 (edited Sep 27, 2021)
- CSKB
- Readers: Everyone
Modeling Worlds in Text
Prithviraj Ammanabrolu, Mark Riedl
- Sep 03, 2021 (edited Sep 23, 2021)
- CSKB
- Readers: Everyone
Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models
Steven Y. Feng, Kevin Lu, Zhuofu Tao, Malihe Alikhani, Teruko Mitamura, Eduard H Hovy, Varun Gangal
- Sep 03, 2021 (edited Sep 23, 2021)
- CSKB
- Readers: Everyone
Abg-CoQA: Clarifying Ambiguity in Conversational Question Answering
Meiqi Guo, Mingda Zhang, Siva Reddy, Malihe Alikhani
- Jun 22, 2021 (edited Sep 21, 2021)
- AKBC 2021
- Readers: Everyone
Regex Queries over Incomplete Knowledge Bases
Vaibhav Adlakha, Parth Shah, Srikanta J. Bedathur, Mausam .
- Jun 22, 2021 (edited Sep 18, 2021)
- AKBC 2021
- Readers: Everyone
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations
Yihong Chen, Pasquale Minervini, Sebastian Riedel, Pontus Stenetorp
- Jun 22, 2021 (edited Sep 17, 2021)
- AKBC 2021
- Readers: Everyone
Multilingual Fact Linking
Keshav Kolluru, Martin Rezk, Pat Verga, William W. Cohen, Partha Talukdar
- Jun 22, 2021 (edited Sep 16, 2021)
- AKBC 2021
- Readers: Everyone
Multilingual Knowledge Graph Completion With Joint Relation and Entity Alignment
Harkanwar Singh, Soumen Chakrabarti, PRACHI JAIN, Sharod Roy Choudhury, Mausam .
- Jun 22, 2021 (edited Sep 16, 2021)
- AKBC 2021
- Readers: Everyone
Neural Concept Formation in Knowledge Graphs
Agnieszka Dobrowolska, antonio vergari, Pasquale Minervini
- Jun 22, 2021 (edited Sep 16, 2021)
- AKBC 2021
- Readers: Everyone
A Joint Training Framework for Open-World Knowledge Graph Embeddings
Karthik V, Beethika Tripathi, Mitesh M Khapra, Balaraman Ravindran
- Jun 22, 2021 (edited Sep 16, 2021)
- AKBC 2021
- Readers: Everyone
One-shot Learning for Temporal Knowledge Graphs
Mehrnoosh Mirtaheri, Mohammad Rostami, Xiang Ren, Fred Morstatter, Aram Galstyan
- Jun 22, 2021 (edited Sep 16, 2021)
- AKBC 2021
- Readers: Everyone
Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study
Rahul Nadkarni, David Wadden, Iz Beltagy, Noah Smith, Hannaneh Hajishirzi, Tom Hope
- Jun 22, 2021 (edited Sep 16, 2021)
- AKBC 2021
- Readers: Everyone
A Case Study in Bootstrapping Ontology Graphs from Textbooks
Vinay K. Chaudhri, Matthew Boggess, Han Lin Aung, Debshila Basu Mallick, Andrew C Waters, Richard Baraniuk
- Jun 22, 2021 (edited Sep 16, 2021)
- AKBC 2021
- Readers: Everyone
Abstractified Multi-instance Learning (AMIL) for Biomedical Relation Extraction
William P Hogan, Molly Huang, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Yoshiki Baeza, Andrew Bartko, Chun-Nan Hsu
- Jun 22, 2021 (edited Sep 15, 2021)
- AKBC 2021
- Readers: Everyone
Commonsense Reasoning with Implicit Knowledge in Natural Language
Pratyay Banerjee, Swaroop Mishra, Kuntal Kumar Pal, Arindam Mitra, Chitta Baral
- Jun 22, 2021 (edited Sep 15, 2021)
- AKBC 2021
- Readers: Everyone
Prompt Tuning or Fine-Tuning - Investigating Relational Knowledge in Pre-Trained Language Models
Leandra Fichtel, Jan-Christoph Kalo, Wolf-Tilo Balke
- Jun 22, 2021 (edited Sep 15, 2021)
- AKBC 2021
- Readers: Everyone
Do Boat and Ocean Suggest Beach? Dialogue Summarization with External Knowledge
Tianqing Fang, Haojie Pan, Hongming Zhang, Yangqiu Song, Kun Xu, Dong Yu
- Jun 22, 2021 (edited Sep 15, 2021)
- AKBC 2021
- Readers: Everyone
Behavioral Testing of Knowledge Graph Embedding Models for Link Prediction
Wiem Ben Rim, Carolin Lawrence, Kiril Gashteovski, Mathias Niepert, Naoaki Okazaki
- Jun 22, 2021 (edited Sep 15, 2021)
- AKBC 2021
- Readers: Everyone
Combining Analogy with Language Models for Knowledge Extraction
Danilo Neves Ribeiro, Kenneth Forbus
- Jun 22, 2021 (edited Sep 15, 2021)
- AKBC 2021
- Readers: Everyone