NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language

14 June 2019

Papers citing "NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language"

28 / 28 papers shown

Title
TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs Siheng Xiong Yuan Yang Faramarz Fekri J. C. Kerce 70 50 0 19 Feb 2024
Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering Victor Zhong Caiming Xiong N. Keskar R. Socher 68 63 0 03 Jan 2019
Question Answering by Reasoning Across Documents with Graph Convolutional Networks Nicola De Cao Wilker Aziz Ivan Titov BDL RALM GNN 88 226 0 29 Aug 2018
Jack the Reader - A Machine Reading Framework Dirk Weissenborn Pasquale Minervini Tim Dettmers Isabelle Augenstein Johannes Welbl ... Matko Bosnjak Jeff Mitchell Thomas Demeester Pontus Stenetorp Sebastian Riedel 39 13 0 20 Jun 2018
A Survey on Open Information Extraction C. Niklaus Matthias Cetto André Freitas Siegfried Handschuh 54 180 0 14 Jun 2018
Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading Martin Raison Pierre-Emmanuel Mazaré Rajarshi Das Antoine Bordes RALM 52 19 0 27 Apr 2018
Neural Models for Reasoning over Multiple Mentions using Coreference Bhuwan Dhingra Qiao Jin Zhilin Yang William W. Cohen Ruslan Salakhutdinov GNN LRM 62 104 0 16 Apr 2018
A Survey Of Methods For Explaining Black Box Models Riccardo Guidotti A. Monreale Salvatore Ruggieri Franco Turini D. Pedreschi F. Giannotti XAI 120 3,938 0 06 Feb 2018
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning Rajarshi Das Shehzaad Dhuliawala Manzil Zaheer Luke Vilnis Ishan Durugkar A. Krishnamurthy Alex Smola Andrew McCallum KELM 85 509 0 15 Nov 2017
Learning Explanatory Rules from Noisy Data Richard Evans Edward Grefenstette 111 483 0 13 Nov 2017
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation Tarek R. Besold Artur Garcez Sebastian Bader Howard L. Bowman Pedro M. Domingos ... P. Lima L. Penning Gadi Pinkas Hoifung Poon Gerson Zaverucha LRM AI4CE 68 343 0 10 Nov 2017
Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl Pontus Stenetorp Sebastian Riedel SyDa RALM 87 509 0 17 Oct 2017
Dynamic Integration of Background Knowledge in Neural NLU Systems Dirk Weissenborn Tomávs Kovciský Chris Dyer 56 62 0 08 Jun 2017
End-to-End Differentiable Proving Tim Rocktaschel Sebastian Riedel NAI 94 381 0 31 May 2017
Making Neural QA as Simple as Possible but not Simpler Dirk Weissenborn Georg Wiese Laura Seiffe 60 210 0 14 Mar 2017
Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features Matteo Pagliardini Prakhar Gupta Martin Jaggi SSL 129 695 0 07 Mar 2017
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 373 3,776 0 28 Feb 2017
Tracking the World State with Recurrent Entity Networks Mikael Henaff Jason Weston Arthur Szlam Antoine Bordes Yann LeCun KELM 79 228 0 12 Dec 2016
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 131 2,089 0 05 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 579 28,999 0 09 Sep 2016
Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks Rajarshi Das Arvind Neelakantan David Belanger Andrew McCallum NAI AI4CE LRM 62 268 0 05 Jul 2016
The Mythos of Model Interpretability Zachary Chase Lipton FaML 160 3,685 0 10 Jun 2016
TensorLog: A Differentiable Deductive Database William W. Cohen 57 122 0 20 May 2016
Towards Neural Network-based Reasoning Baolin Peng Zhengdong Lu Hang Li Kam-Fai Wong NAI LRM 52 74 0 22 Aug 2015
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing A. Kumar Ozan Irsoy Peter Ondruska Mohit Iyyer James Bradbury Ishaan Gulrajani Victor Zhong Romain Paulus R. Socher 108 1,179 0 24 Jun 2015
Hinge-Loss Markov Random Fields and Probabilistic Soft Logic Stephen H. Bach Matthias Broecheler Bert Huang Lise Getoor TPM AI4CE 89 386 0 17 May 2015
Compositional Vector Space Models for Knowledge Base Completion Arvind Neelakantan Benjamin Roth Andrew McCallum BDL CoGe KELM 63 281 0 24 Apr 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014