Differentiable Reasoning on Large Knowledge Bases and Natural Language

17 December 2019

Papers citing "Differentiable Reasoning on Large Knowledge Bases and Natural Language"

44 / 44 papers shown

Title
Dolphin: A Programmable Framework for Scalable Neurosymbolic Learning Aaditya Naik Jason Liu Claire Wang Saikat Dutta Mayur Naik Mayur Naik Eric Wong 39 1 0 04 Oct 2024
EXPLAIN, AGREE, LEARN: Scaling Learning for Neural Probabilistic Logic Victor Verreet Lennert De Smet Luc de Raedt Emanuele Sansone 30 0 0 15 Aug 2024
On the Aggregation of Rules for Knowledge Graph Completion Patrick Betz Stefan Lüdtke Christian Meilicke Heiner Stuckenschmidt 30 2 0 01 Sep 2023
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints Jiaxin Bai Xin Liu Weiqi Wang Chen Luo Yangqiu Song NAI 29 29 0 30 May 2023
Knowledge Graphs: Opportunities and Challenges Ciyuan Peng Feng Xia Mehdi Naseriparsa Francesco Osborne 22 242 0 24 Mar 2023
Neural Compositional Rule Learning for Knowledge Graph Reasoning Kewei Cheng Nesreen Ahmed Yizhou Sun NAI 41 24 0 07 Mar 2023
Sequential Query Encoding For Complex Query Answering on Knowledge Graphs Jiaxin Bai Tianshi Zheng Yangqiu Song 24 13 0 25 Feb 2023
Learning Language Representations with Logical Inductive Bias Jianshu Chen NAI AI4CE LRM 39 2 0 19 Feb 2023
A Noise-tolerant Differentiable Learning Approach for Single Occurrence Regular Expression with Interleaving Rongzhen Ye Tianqu Zhuang Hai Wan Jianfeng Du Weilin Luo Pingjia Liang 19 2 0 01 Dec 2022
Neural-Symbolic Recursive Machine for Systematic Generalization Qing Li Yixin Zhu Yitao Liang Ying Nian Wu Song-Chun Zhu Siyuan Huang NAI 40 9 0 04 Oct 2022
Differentiable Inductive Logic Programming in High-Dimensional Space Stanislaw J. Purgal David M. Cerna C. Kaliszyk 15 0 0 13 Aug 2022
R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning Shengyao Lu Bang Liu Keith G. Mills Shangling Jui Di Niu AI4TS 19 8 0 13 May 2022
RNNCTPs: A Neural Symbolic Reasoning Method Using Dynamic Knowledge Partitioning Technology Yu-hao Wu Houyi Li 24 3 0 19 Apr 2022
Neural Theorem Provers Delineating Search Area Using RNN Yu-hao Wu Hou-Biao Li LRM 33 1 0 14 Mar 2022
Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective Wen Zhang Jiaoyan Chen Juan Li Zezhong Xu Jeff Z. Pan Huajun Chen 30 29 0 15 Feb 2022
Relational Memory Augmented Language Models Qi Liu Dani Yogatama Phil Blunsom KELM RALM 69 32 0 24 Jan 2022
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks Prithviraj Sen B. W. Carvalho Ryan Riegel Alexander G. Gray NAI AI4CE 83 54 0 06 Dec 2021
Learning Symbolic Rules for Reasoning in Quasi-Natural Language Kaiyu Yang Jia Deng NAI ReLM LRM 27 13 0 23 Nov 2021
RuleBert: Teaching Soft Rules to Pre-trained Language Models Mohammed Saeed N. Ahmadi Preslav Nakov Paolo Papotti LRM 253 31 0 24 Sep 2021
Neural Unification for Logic Reasoning over Natural Language Gabriele Picco Hoang Thanh Lam M. Sbodio Vanessa Lopez Garcia NAI LRM 25 13 0 17 Sep 2021
From Statistical Relational to Neurosymbolic Artificial Intelligence: a Survey Giuseppe Marra Sebastijan Dumancic Robin Manhaeve Luc de Raedt NAI 26 60 0 25 Aug 2021
Semantic Reasoning with Differentiable Graph Transformations A. Cetoli NAI LRM 29 0 0 20 Jul 2021
Convolutional Hypercomplex Embeddings for Link Prediction Caglar Demir Diego Moussallem Stefan Heindorf A. N. Ngomo 15 19 0 29 Jun 2021
FF-NSL: Feed-Forward Neural-Symbolic Learner Daniel Cunnington Mark Law A. Russo Jorge Lobo NAI 42 15 0 24 Jun 2021
On the Capabilities of Pointer Networks for Deep Deductive Reasoning Monireh Ebrahimi Aaron Eberhart Pascal Hitzler NAI 21 10 0 17 Jun 2021
Neural Multi-Hop Reasoning With Logical Rules on Biomedical Knowledge Graphs Yushan Liu Marcel Hildebrandt Mitchell Joblin Martin Ringsquandl Rime Raissouni Volker Tresp 10 45 0 18 Mar 2021
Relational Weight Priors in Neural Networks for Abstract Pattern Learning and Language Modelling R. Kopparti Tillman Weyde 29 0 0 10 Mar 2021
Neurosymbolic AI: The 3rd Wave Artur Garcez Luís C. Lamb NAI 65 293 0 10 Dec 2020
Exploring End-to-End Differentiable Natural Logic Modeling Yufei Feng Zióu Zheng Quan Liu Michael A. Greenspan Xiao-Dan Zhu 33 13 0 08 Nov 2020
Complex Query Answering with Neural Link Predictors Erik Arakelyan Daniel Daza Pasquale Minervini Michael Cochez 14 132 0 06 Nov 2020
Neural Databases James Thorne Majid Yazdani Marzieh Saeidi Fabrizio Silvestri Sebastian Riedel A. Halevy NAI 34 9 0 14 Oct 2020
Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion Rajarshi Das Ameya Godbole Nicholas Monath Manzil Zaheer Andrew McCallum 18 13 0 07 Oct 2020
Measuring Systematic Generalization in Neural Proof Generation with Transformers Nicolas Angelard-Gontier Koustuv Sinha Siva Reddy C. Pal LRM 14 64 0 30 Sep 2020
Case-Based Abductive Natural Language Inference Marco Valentino Mokanarangan Thayaparan André Freitas 23 5 0 30 Sep 2020
Machine Reasoning Explainability K. Čyras R. Badrinath S. Mohalik A. Mujumdar Alexandros Nikou Alessandro Previti Vaishnavi Sundararajan Aneta Vulgarakis Feljan LRM 38 13 0 01 Sep 2020
Neural Learning of One-of-Many Solutions for Combinatorial Problems in Structured Output Spaces Yatin Nandwani Deepanshu Jindal Mausam Parag Singla 16 13 0 27 Aug 2020
Convolutional Complex Knowledge Graph Embeddings Caglar Demir A. N. Ngomo 27 44 0 07 Aug 2020
Learning Reasoning Strategies in End-to-End Differentiable Proving Pasquale Minervini Sebastian Riedel Pontus Stenetorp Edward Grefenstette Tim Rocktaschel LRM 45 96 0 13 Jul 2020
A Simple Approach to Case-Based Reasoning in Knowledge Bases Rajarshi Das Ameya Godbole S. Dhuliawala Manzil Zaheer Andrew McCallum 21 24 0 25 Jun 2020
Knowledge Graph Embeddings and Explainable AI Federico Bianchi Gaetano Rossiello Luca Costabello M. Palmonari Pasquale Minervini 40 81 0 30 Apr 2020
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence G. Marcus VLM 32 355 0 14 Feb 2020
Transformers as Soft Reasoners over Language Peter Clark Oyvind Tafjord Kyle Richardson ReLM OffRL LRM 42 348 0 14 Feb 2020
RuDaS: Synthetic Datasets for Rule Learning and Evaluation Tools Cristina Cornelio Veronika Thost 21 0 0 16 Sep 2019
Neural Markov Logic Networks G. Marra Ondrej Kuzelka NAI 21 41 0 31 May 2019