Recurrent Relational Networks

21 November 2017

Papers citing "Recurrent Relational Networks"

50 / 82 papers shown

Title
Concept-based Rubrics Improve LLM Formative Assessment and Data Synthesis Yuchen Wei Dennis Pearl Matthew Beckman Rebecca J. Passonneau 28 0 0 04 Apr 2025
Self-Supervised Transformers as Iterative Solution Improvers for Constraint Satisfaction Yudong Xu Wenhao Li Scott Sanner Elias Boutros Khalil 39 0 0 18 Feb 2025
Hyperspherical Energy Transformer with Recurrent Depth Yunzhe Hu Difan Zou Dong Xu 41 0 0 17 Feb 2025
Artificial Kuramoto Oscillatory Neurons Takeru Miyato Sindy Lowe Andreas Geiger Max Welling AI4CE 67 6 0 17 Feb 2025
Neuro-symbolic Learning Yielding Logical Constraints Zenan Li Yunpeng Huang Zhaoyu Li Yuan Yao Jingwei Xu Taolue Chen Xiaoxing Ma Jian Lu NAI 45 5 0 28 Oct 2024
Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses Hung-Ting Su Ya-Ching Hsu Xudong Lin Xiang Qian Shi Yulei Niu Han-Yuan Hsu Hung-yi Lee Winston H. Hsu LRM 31 0 0 22 Sep 2024
Causal Language Modeling Can Elicit Search and Reasoning Capabilities on Logic Puzzles Kulin Shah Nishanth Dikkala Xin Wang Rina Panigrahy ELM ReLM LRM 29 9 0 16 Sep 2024
An Unsupervised Learning Framework Combined with Heuristics for the Maximum Minimal Cut Problem Huaiyuan Liu Xianzhang Liu Donghua Yang Hongzhi Wang Yingchi Long Mengtong Ji Dongjing Miao Zhiyu Liang 15 0 0 16 Aug 2024
Learning Iterative Reasoning through Energy Diffusion Yilun Du Jiayuan Mao Joshua B. Tenenbaum LRM PINN 45 6 0 17 Jun 2024
FCoReBench: Can Large Language Models Solve Challenging First-Order Combinatorial Reasoning Problems? Chinmay Mittal Krishna Kartik Mausam Parag Singla LRM 31 4 0 04 Feb 2024
Bridging Logic and Learning: A Neural-Symbolic Approach for Enhanced Reasoning in Neural Models (ASPER) Fadi Al-Machot 20 2 0 18 Dec 2023
Assessing SATNet's Ability to Solve the Symbol Grounding Problem Oscar Chang Lampros Flokas Hod Lipson Michael Spranger NAI 23 17 0 13 Dec 2023
Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning Roshanak Mirzaee Parisa Kordjamshidi LRM 19 7 0 25 Oct 2023
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text Shuaiyi Li Yang Deng Wai Lam 25 2 0 19 Oct 2023
When can transformers reason with abstract symbols? Enric Boix-Adserà Omid Saremi Emmanuel Abbe Samy Bengio Etai Littwin Josh Susskind LRM NAI 26 12 0 15 Oct 2023
Learning Reliable Logical Rules with SATNet Zhaoyu Li Jinpei Guo Yuhe Jiang Xujie Si LRM NAI 27 2 0 03 Oct 2023
SALSA-CLRS: A Sparse and Scalable Benchmark for Algorithmic Reasoning Julian Minder Florian Grötschla Joël Mathys Roger Wattenhofer 25 8 0 21 Sep 2023
NeurASP: Embracing Neural Networks into Answer Set Programming Zhun Yang Adam Ishay Joohyung Lee NAI 22 153 0 15 Jul 2023
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text Zhun Yang Adam Ishay Joohyung Lee LRM ELM 26 50 0 15 Jul 2023
Learning to Solve Constraint Satisfaction Problems with Recurrent Transformer Zhun Yang Adam Ishay Joohyung Lee 21 9 0 10 Jul 2023
Injecting Logical Constraints into Neural Networks via Straight-Through Estimators Zhun Yang Joohyung Lee Chi-youn Park 14 18 0 10 Jul 2023
Dirichlet Diffusion Score Model for Biological Sequence Generation P. Avdeyev Chenlai Shi Y.M. Tan Kseniia Dudnyk Jian Zhou DiffM 13 48 0 18 May 2023
Scalable Coupling of Deep Learning with Logical Reasoning Marianne Defresne S. Barbe T. Schiex NAI AI4CE 23 7 0 12 May 2023
Neural Algorithmic Reasoning with Causal Regularisation Beatrice Bevilacqua Kyriacos Nikiforou Borja Ibarz Ioana Bica Michela Paganini Charles Blundell Jovana Mitrović Petar Velivcković OOD CML NAI 28 26 0 20 Feb 2023
Learning Graph Algorithms With Recurrent Graph Neural Networks Florian Grötschla Joël Mathys Roger Wattenhofer GNN 19 6 0 09 Dec 2022
Graphically Structured Diffusion Models Christian Weilbach William Harvey Frank D. Wood DiffM 27 7 0 20 Oct 2022
A Solver-Free Framework for Scalable Learning in Neural ILP Architectures Yatin Nandwani Rishabh Ranjan Mausam Parag Singla 25 7 0 17 Oct 2022
Achieving and Understanding Out-of-Distribution Generalization in Systematic Reasoning in Small-Scale Transformers A. Nam Mustafa Abdool Trevor C. Maxfield James L. McClelland NAI LRM AI4CE 26 1 0 07 Oct 2022
On the visual analytic intelligence of neural networks Stanislaw Wo'zniak Hlynur Jónsson G. Cherubini A. Pantazi E. Eleftheriou 4 0 0 28 Sep 2022
Down and Across: Introducing Crossword-Solving as a New NLP Benchmark Saurabh Kulshreshtha Olga Kovaleva Namrata Shivagunde Anna Rumshisky ELM LRM 24 4 0 20 May 2022
StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts Zhengxiang Shi Qiang Zhang Aldo Lipani 9 70 0 18 Apr 2022
End-to-end Algorithm Synthesis with Recurrent Networks: Logical Extrapolation Without Overthinking Arpit Bansal Avi Schwarzschild Eitan Borgnia Z. Emam Furong Huang Micah Goldblum Tom Goldstein LRM 9 24 0 11 Feb 2022
Neural Models for Output-Space Invariance in Combinatorial Problems Yatin Nandwani Vidit Jain Mausam Parag Singla AAML 19 2 0 07 Feb 2022
Network Calculus with Flow Prolongation -- A Feedforward FIFO Analysis enabled by ML Fabien Geyer Alexander Scheffler Steffen Bondorf 17 6 0 07 Feb 2022
PRIMA: Planner-Reasoner Inside a Multi-task Reasoning Agent Daoming Lyu Bo Liu Jianshu Chen LRM 25 1 0 01 Feb 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mañdziuk 120 41 0 28 Jan 2022
Two-stage Rule-induction Visual Reasoning on RPMs with an Application to Video Prediction Wentao He Jianfeng Ren Ruibin Bai Xudong Jiang LRM 14 5 0 24 Nov 2021
Systematic human learning and generalization from a brief tutorial with explanatory feedback A. Nam James L. McClelland 16 1 0 10 Jul 2021
Fea2Fea: Exploring Structural Feature Correlations via Graph Neural Networks Jiaqing Xie Rex Ying GNN 12 3 0 24 Jun 2021
Techniques for Symbol Grounding with SATNet Sever Topan David Rolnick X. Si NAI 11 23 0 16 Jun 2021
Learning Autonomy in Management of Wireless Random Networks Hoon Lee Sang Hyun Lee Tony Q. S. Quek 20 5 0 15 Jun 2021
Goal-Aware Neural SAT Solver Emīls Ozoliņš Kārlis Freivalds Andis Draguns Eliza Gaile Ronalds Zakovskis Sergejs Kozlovics NAI AAML 17 24 0 14 Jun 2021
Combinatorial optimization and reasoning with graph neural networks Quentin Cappart Didier Chételat Elias Boutros Khalil Andrea Lodi Christopher Morris Petar Velickovic AI4CE 32 346 0 18 Feb 2021
Reinforcement Learning For Constraint Satisfaction Game Agents (15-Puzzle, Minesweeper, 2048, and Sudoku) Anav Mehta AI4CE 11 4 0 09 Feb 2021
Situation and Behavior Understanding by Trope Detection on Films Chen-Hsi Chang Hung-Ting Su Jui-Heng Hsu Yu-Siang Wang Yu-Cheng Chang Zhe-Yu Liu Ya-Liang Chang Wen-Feng Cheng Ke-Jyun Wang Winston H. Hsu 6 6 0 19 Jan 2021
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 224 254 0 09 Dec 2020
Extending Answer Set Programs with Neural Networks Zhun Yang ReLM NAI LRM 12 0 0 22 Sep 2020
AI and Wargaming J. Goodman S. Risi Simon Lucas VLM 6 12 0 18 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
FeatGraph: A Flexible and Efficient Backend for Graph Neural Network Systems Yuwei Hu Zihao Ye Minjie Wang Jiali Yu Da Zheng Mu Li Zheng-Wei Zhang Zhiru Zhang Yida Wang GNN 33 80 0 26 Aug 2020