The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

14 February 2020

Papers citing "The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence"

25 / 25 papers shown

Title
KERAIA: An Adaptive and Explainable Framework for Dynamic Knowledge Representation and Reasoning Stephen Richard Varey A. D. Stefano Anh Han 57 0 0 07 May 2025
Are Transformers Truly Foundational for Robotics? James A. R. Marshall Andrew B. Barron AI4CE 71 0 0 25 Nov 2024
The Role of Deductive and Inductive Reasoning in Large Language Models Chengkun Cai Xu Zhao Haoliang Liu Zhongyu Jiang Tianfang Zhang Zongkai Wu Jenq-Neng Hwang Serge Belongie Lei Li LRM 37 2 0 03 Oct 2024
AI and Social Theory Jakob Mokander Ralph Schroeder 20 8 0 07 Jul 2024
Artificial intelligence, rationalization, and the limits of control in the public sector: the case of tax policy optimization Jakob Mokander Ralph Schroeder 23 6 0 07 Jul 2024
From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks Jacob Russin Sam Whitman McGrath Danielle J. Williams Lotem Elber-Dorozko AI4CE 61 2 0 24 May 2024
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling Jingcheng Deng Liang Pang Huawei Shen Xueqi Cheng RALM 19 10 0 16 Oct 2023
Neuro Symbolic Reasoning for Planning: Counterexample Guided Inductive Synthesis using Large Language Models and Satisfiability Solving Matthias Zeller Susmit Jha Patrick Lincoln Jens Behley Alvaro Velasquez Rickard Ewetz C. Stachniss LRM 15 7 0 28 Sep 2023
Modeling Adversarial Attack on Pre-trained Language Models as Sequential Decision Making Xuanjie Fang Sijie Cheng Yang Liu Wen Wang AAML 13 9 0 27 May 2023
Using Models Based on Cognitive Theory to Predict Human Behavior in Traffic: A Case Study J. Schumann Aravinda Ramakrishnan Srinivasan Jens Kober Gustav Markkula Arkady Zgonnikov 25 7 0 24 May 2023
FederatedTrust: A Solution for Trustworthy Federated Learning Pedro Miguel Sánchez Sánchez Alberto Huertas Celdrán Ning Xie Gérome Bovet Gregorio Martínez Pérez Burkhard Stiller 28 21 0 20 Feb 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 23 205 0 16 Jan 2023
DALL-E 2 Fails to Reliably Capture Common Syntactic Processes Evelina Leivada Elliot Murphy G. Marcus 133 37 0 23 Oct 2022
Out of One, Many: Using Language Models to Simulate Human Samples Lisa P. Argyle Ethan C. Busby Nancy Fulda Joshua R Gubler Christopher Rytting David Wingate SyDa 11 542 0 14 Sep 2022
Responsible Artificial Intelligence -- from Principles to Practice Virginia Dignum AI4TS 11 14 0 22 May 2022
The developmental trajectory of object recognition robustness: children are like small adults but unlike big deep neural networks Lukas Huber Robert Geirhos Felix Wichmann 46 16 0 20 May 2022
A World-Self Model Towards Understanding Intelligence Yutao Yue 19 2 0 25 Mar 2022
Do Transformers know symbolic rules, and would we know if they did? Tommi Gröndahl Yu-Wen Guo Nirmal Asokan 15 0 0 19 Feb 2022
Building Human-like Communicative Intelligence: A Grounded Perspective M. Dubova 11 12 0 02 Jan 2022
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning Mattia Atzeni Jasmina Bogojeska Andreas Loukas ReLM LRM 19 15 0 27 Oct 2021
Towards a theory of out-of-distribution learning Jayanta Dey Ali Geisa Ronak D. Mehta Tyler M. Tomita Hayden S. Helm Haoyin Xu Eric Eaton Jeffery Dick Carey E. Priebe Joshua T. Vogelstein OOD 26 20 0 29 Sep 2021
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models T. Klein Moin Nabi ReLM LRM 27 8 0 10 Sep 2021
Variable Binding for Sparse Distributed Representations: Theory and Applications E. P. Frady Denis Kleyko Friedrich T. Sommer 13 55 0 14 Sep 2020
Learning Symbolic Physics with Graph Networks M. Cranmer Rui Xu Peter W. Battaglia S. Ho PINN AI4CE 177 83 0 12 Sep 2019
Reasoning in Non-Probabilistic Uncertainty: Logic Programming and Neural-Symbolic Computing as Examples Tarek R. Besold Artur Garcez K. Stenning Leendert van der Torre M. Lambalgen NAI 17 19 0 18 Jan 2017