Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base

14 February 2020

Papers citing "Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base"

32 / 32 papers shown

Title
Neuro-Symbolic AI: Explainability, Challenges, and Future Trends Xin Zhang Victor S. Sheng AI4TS 34 4 0 07 Nov 2024
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding Jaebok Lee Hyeonjeong Shin 21 1 0 29 Jun 2024
Relation-Aware Question Answering for Heterogeneous Knowledge Graphs Haowei Du Quzhe Huang Chen Li Chen Zhang Yang Li Dongyan Zhao 15 2 0 19 Dec 2023
NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA Hyeong Kyu Choi Seunghun Lee Jaewon Chu Hyunwoo J. Kim 19 5 0 24 Oct 2023
Miko Team: Deep Learning Approach for Legal Question Answering in ALQAC 2022 Hieu Nguyen Van Dat Nguyen Phuong Minh Nguyen M. Nguyen AILaw 11 7 0 04 Nov 2022
Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering Priyanka Sen Alham Fikri Aji Amir Saffari LRM 97 61 0 04 Oct 2022
Knowledge-enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering Haowei Du Quzhe Huang Chen Zhang Dongyan Zhao 21 3 0 07 Sep 2022
Improving Entity Disambiguation by Reasoning over a Knowledge Base Tom Ayoola Joseph Fisher Andrea Pierleoni 26 14 0 08 Jul 2022
Reasoning over Logically Interacted Conditions for Question Answering Haitian Sun William W. Cohen Ruslan Salakhutdinov 22 5 0 25 May 2022
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-linked Knowledge in Abstractive Summarization Yue Dong John Wieting Pat Verga HILM 16 24 0 28 Apr 2022
Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems Yi-Lin Tuan Sajjad Beygi Maryam Fazel-Zarandi Qiaozi Gao Alessandra Cervone William Yang Wang LRM 21 23 0 20 Mar 2022
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs Rajarshi Das Ameya Godbole Ankita Rajaram Naik Elliot Tower Robin Jia Manzil Zaheer Hannaneh Hajishirzi Andrew McCallum 25 53 0 22 Feb 2022
A Critical Review of Inductive Logic Programming Techniques for Explainable AI Zheng Zhang Liangliang Xu L. Yilmaz Bo Liu 20 7 0 31 Dec 2021
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning Mattia Atzeni Jasmina Bogojeska Andreas Loukas ReLM LRM 24 15 0 27 Oct 2021
RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering Xi Ye Semih Yavuz Kazuma Hashimoto Yingbo Zhou Caiming Xiong 146 138 0 17 Sep 2021
End-to-End Entity Resolution and Question Answering Using Differentiable Knowledge Graphs Armin Oliya Amir Saffari Priyanka Sen Tom Ayoola 11 23 0 13 Sep 2021
Expanding End-to-End Question Answering on Differentiable Knowledge Graphs with Intersection Priyanka Sen Amir Saffari Armin Oliya 14 21 0 13 Sep 2021
UNIQORN: Unified Question Answering over RDF Knowledge Graphs and Natural Language Text Soumajit Pramanik Jesujoba Oluwadara Alabi Rishiraj Saha Roy G. Weikum RALM 32 34 0 19 Aug 2021
Knowledge Graph Reasoning with Relational Digraph Yongqi Zhang Quanming Yao GNN 11 121 0 13 Aug 2021
Discriminative Reasoning for Document-level Relation Extraction Wang Xu Kehai Chen T. Zhao 10 60 0 03 Jun 2021
Question Answering Over Temporal Knowledge Graphs Apoorv Saxena Soumen Chakrabarti Partha P. Talukdar AI4MH 16 131 0 03 Jun 2021
Neuro-Symbolic Artificial Intelligence: Current Trends Md Kamruzzaman Sarker Lu Zhou Aaron Eberhart Pascal Hitzler NAI 11 88 0 11 May 2021
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph Jiaxin Shi S. Cao Lei Hou Juan-Zi Li Hanwang Zhang GNN 23 104 0 15 Apr 2021
Logic Embeddings for Complex Query Answering F. Luus Prithviraj Sen Pavan Kapanipathi Ryan Riegel Ndivhuwo Makondo Thabang Lebese Alexander G. Gray NAI 30 23 0 28 Feb 2021
Modular Design Patterns for Hybrid Learning and Reasoning Systems: a taxonomy, patterns and use cases M. V. Bekkum M. D. Boer F. V. Harmelen André Meyer-Vitali A. T. Teije 14 68 0 23 Feb 2021
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations Haitian Sun Pat Verga Bhuwan Dhingra Ruslan Salakhutdinov William W. Cohen LRM 39 26 0 14 Feb 2021
Document-Level Relation Extraction with Reconstruction Wang Xu Kehai Chen T. Zhao 17 106 0 21 Dec 2020
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering Pavan Kapanipathi Ibrahim Abdelaziz Srinivas Ravishankar Salim Roukos Alexander G. Gray ... Ryan Riegel Gaetano Rossiello Udit Sharma G P Shrivatsa Bhargav Mo Yu 35 110 0 03 Dec 2020
Differentiable Open-Ended Commonsense Reasoning Bill Yuchen Lin Haitian Sun Bhuwan Dhingra Manzil Zaheer Xiang Ren William W. Cohen ReLM LRM 11 41 0 24 Oct 2020
A Survey on Semantic Parsing from the perspective of Compositionality Pawan Kumar Srikanta J. Bedathur CoGe 13 2 0 29 Sep 2020
Message Passing for Hyper-Relational Knowledge Graphs Mikhail Galkin Priyansh Trivedi Gaurav Maheshwari Ricardo Usbeck Jens Lehmann 27 113 0 22 Sep 2020
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge Pat Verga Haitian Sun Livio Baldini Soares William W. Cohen KELM 25 50 0 02 Jul 2020