{"list":"other","total":74,"rows":[{"id":"2005.14165","title":"Language Models are Few-Shot Learners","created":"2020-05-28","cited_by_count":32419},{"id":"1301.3781","title":"Efficient Estimation of Word Representations in Vector Space","created":"2013-01-16","cited_by_count":4375},{"id":"1704.01212","title":"Neural Message Passing for Quantum Chemistry","created":"2017-04-04","cited_by_count":3487},{"id":"1505.00468","title":"VQA: Visual Question Answering","created":"2015-05-03","cited_by_count":2506},{"id":"1612.06890","title":"CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning","created":"2016-12-20","cited_by_count":1457},{"id":"2303.17580","title":"HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face","created":"2023-03-30","cited_by_count":1190},{"id":"2211.11559","title":"Visual Programming: Compositional visual reasoning without training","created":"2022-11-18","cited_by_count":516},{"id":"1910.01442","title":"CLEVRER: CoLlision Events for Video REpresentation and Reasoning","created":"2019-10-03","cited_by_count":484},{"id":"1907.08194","title":"Neural Probabilistic Logic Programming in DeepProbLog","created":"2019-07-18","cited_by_count":394},{"id":"1511.02799","title":"Neural Module Networks","created":"2015-11-09","cited_by_count":376},{"id":"1904.12584","title":"The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision","created":"2019-04-26","cited_by_count":372},{"id":"1810.02338","title":"Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding","created":"2018-10-04","cited_by_count":304},{"id":"1711.11157","title":"A Semantic Loss Function for Deep Learning with Symbolic Knowledge","created":"2017-11-29","cited_by_count":270},{"id":"1912.01412","title":"Deep Learning for Symbolic Mathematics","created":"2019-12-02","cited_by_count":270},{"id":"1911.06962","title":"Inductive Relation Prediction by Subgraph Reasoning","created":"2019-11-16","cited_by_count":239},{"id":"1711.04574","title":"Learning Explanatory Rules from Noisy Data","created":"2017-11-13","cited_by_count":211},{"id":"1711.03902","title":"Neural-Symbolic Learning and Reasoning: A Survey and Interpretation","created":"2017-11-10","cited_by_count":196},{"id":"1905.12149","title":"SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver","created":"2019-05-29","cited_by_count":173},{"id":"1905.06088","title":"Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning","created":"2019-05-15","cited_by_count":151},{"id":"1904.11694","title":"Neural Logic Machines","created":"2019-04-26","cited_by_count":145},{"id":"1603.06318","title":"Harnessing Deep Neural Networks with Logic Rules","created":"2016-03-21","cited_by_count":135},{"id":"1704.05526","title":"Learning to Reason: End-to-End Module Networks for Visual Question Answering","created":"2017-04-18","cited_by_count":125},{"id":"2006.13155","title":"Logical Neural Networks","created":"2020-06-23","cited_by_count":119},{"id":"1907.03950","title":"Learning by Abstraction: The Neural State Machine","created":"2019-07-09","cited_by_count":113},{"id":"1812.01855","title":"Explainable and Explicit Visual Reasoning over Scene Graphs","created":"2018-12-05","cited_by_count":103},{"id":"2003.00330","title":"Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective","created":"2020-02-29","cited_by_count":95},{"id":"2111.10056","title":"Medical Visual Question Answering: A Survey","created":"2021-11-19","cited_by_count":93},{"id":"2307.07700","title":"NeurASP: Embracing Neural Networks into Answer Set Programming","created":"2023-07-15","cited_by_count":92},{"id":"2008.06662","title":"Compositional Generalization via Neural-Symbolic Stack Machines","created":"2020-08-15","cited_by_count":80},{"id":"1609.05566","title":"Label-Free Supervision of Neural Networks with Physics and Domain Knowledge","created":"2016-09-18","cited_by_count":74},{"id":"2003.08316","title":"From Statistical Relational to Neuro-Symbolic Artificial Intelligence","created":"2020-03-18","cited_by_count":63},{"id":"2303.13483","title":"NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations","created":"2023-03-23","cited_by_count":57},{"id":"2105.05330","title":"Neuro-Symbolic Artificial Intelligence: Current Trends","created":"2021-05-11","cited_by_count":54},{"id":"1808.07980","title":"Ontology Reasoning with Deep Neural Networks","created":"2018-08-24","cited_by_count":40},{"id":"1902.07864","title":"Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering","created":"2019-02-21","cited_by_count":38},{"id":"2202.12205","title":"Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review","created":"2022-02-24","cited_by_count":38},{"id":"2006.11524","title":"Neuro-Symbolic Visual Reasoning: Disentangling \"Visual\" from \"Reasoning\"","created":"2020-06-20","cited_by_count":35},{"id":"2210.15889","title":"Towards Data-and Knowledge-Driven Artificial Intelligence: A Survey on Neuro-Symbolic Computing","created":"2022-10-28","cited_by_count":35},{"id":"2104.11914","title":"EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case","created":"2021-04-24","cited_by_count":30},{"id":"2006.10022","title":"Conversational Neuro-Symbolic Commonsense Reasoning","created":"2020-06-17","cited_by_count":28},{"id":"2305.08953","title":"Motion Question Answering via Modular Motion Programs","created":"2023-05-15","cited_by_count":27},{"id":"1612.04256","title":"Neuro-symbolic representation learning on biological knowledge graphs","created":"2016-12-13","cited_by_count":25},{"id":"2401.01040","title":"Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI","created":"2024-01-02","cited_by_count":24},{"id":"1606.08359","title":"Lifted Rule Injection for Relation Embeddings","created":"2016-06-27","cited_by_count":22},{"id":"1807.07425","title":"Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks","created":"2018-07-17","cited_by_count":22},{"id":"2109.06133","title":"Neuro-Symbolic AI: An Emerging Class of AI Workloads and their Characterization","created":"2021-09-13","cited_by_count":22},{"id":"2305.00813","title":"Neurosymbolic AI -- Why, What, and How","created":"2023-05-01","cited_by_count":19},{"id":"2309.13556","title":"LOGICSEG: Parsing Visual Semantics with Neural Logic Learning and Reasoning","created":"2023-09-24","cited_by_count":17},{"id":"2006.08480","title":"Symbolic Logic meets Machine Learning: A Brief Survey in Infinite Domains","created":"2020-06-15","cited_by_count":16},{"id":"2403.00323","title":"Softened Symbol Grounding for Neuro-symbolic Systems","created":"2024-03-01","cited_by_count":16},{"id":"2402.19467","title":"TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning","created":"2024-02-29","cited_by_count":12},{"id":"2107.01877","title":"Faster-LTN: a neuro-symbolic, end-to-end object detection architecture","created":"2021-07-05","cited_by_count":10},{"id":"2401.03188","title":"A Survey on Verification and Validation, Testing and Evaluations of Neurosymbolic Artificial Intelligence","created":"2024-01-06","cited_by_count":10},{"id":"2401.16024","title":"Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architectures","created":"2024-01-29","cited_by_count":9},{"id":"2209.09114","title":"Neuro-symbolic Models for Interpretable Time Series Classification using Temporal Logic Description","created":"2022-09-15","cited_by_count":8},{"id":"2404.19696","title":"Naturally Supervised 3D Visual Grounding with Language-Regularized Concept Learners","created":"2024-04-30","cited_by_count":8},{"id":"2111.10625","title":"Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs","created":"2021-11-20","cited_by_count":7},{"id":"2208.00374","title":"Neuro-Symbolic Learning: Principles and Applications in Ophthalmology","created":"2022-07-31","cited_by_count":7},{"id":"2408.09224","title":"Neuro-Symbolic AI for Military Applications","created":"2024-08-17","cited_by_count":7},{"id":"2210.15037","title":"Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems","created":"2022-10-26","cited_by_count":6},{"id":"2305.08876","title":"Neurosymbolic AI and its Taxonomy: a survey","created":"2023-05-12","cited_by_count":6},{"id":"2404.04007","title":"Neural-Symbolic VideoQA: Learning Compositional Spatio-Temporal Reasoning for Real-world Video Question Answering","created":"2024-04-05","cited_by_count":6},{"id":"2009.07738","title":"Neuro-symbolic Neurodegenerative Disease Modeling as Probabilistic Programmed Deep Kernels","created":"2020-09-16","cited_by_count":5},{"id":"2209.12618","title":"Survey on Applications of Neurosymbolic Artificial Intelligence","created":"2022-09-08","cited_by_count":5},{"id":"2406.18253","title":"On the Role of Visual Grounding in VQA","created":"2024-06-26","cited_by_count":5},{"id":"1804.11105","title":"Fast and scalable learning of neuro-symbolic representations of biomedical knowledge","created":"2018-04-30","cited_by_count":4},{"id":"2104.06365","title":"Neuro-Symbolic VQA: A review from the perspective of AGI desiderata","created":"2021-04-13","cited_by_count":4},{"id":"2306.03902","title":"Utterance Classification with Logical Neural Network: Explainable AI for Mental Disorder Diagnosis","created":"2023-06-06","cited_by_count":4},{"id":"2306.10490","title":"Rapid Image Labeling via Neuro-Symbolic Learning","created":"2023-06-18","cited_by_count":4},{"id":"2208.10353","title":"Neuro-Symbolic Visual Dialog","created":"2022-08-22","cited_by_count":3},{"id":"2403.03203","title":"CLEVR-POC: Reasoning-Intensive Visual Question Answering in Partially Observable Environments","created":"2024-03-05","cited_by_count":3},{"id":"2012.05473","title":"Tensor Composition Net for Visual Relationship Prediction","created":"2020-12-10","cited_by_count":2},{"id":"2306.10717","title":"A neuro-symbolic approach for multimodal reference expression comprehension","created":"2023-06-19","cited_by_count":1},{"id":"2407.13382","title":"Open-World Visual Reasoning by a Neuro-Symbolic Program of Zero-Shot Symbols","created":"2024-07-18","cited_by_count":1}],"next_cursor":null}