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https://www.chalmers.se/en/education/your-studies/find-course-and-programme-syllabi/course-syllabus/DAT615/?acYear=2024/2025 Neuro-symbolic AI | Chalmers neuro symbolic ai chalmers https://www.dagstuhl.de/en/publishing/news/2026/tgdk-cfp-special-issue-neuro-symbolic-modeling-for-human-centric-ai TGDK - CfP Special Issue: Neuro-Symbolic Modeling for Human-Centric AI TGDK - CfP Special Issue: Neuro-Symbolic Modeling for Human-Centric AI special issue neuro symbolic for human cfp https://arxiv.org/html/2501.05435v1 Neuro-Symbolic AI in 2024: A Systematic Review neuro symbolic ai 2024 systematic review https://aclanthology.org/2021.emnlp-main.283/ Neuro-Symbolic Reinforcement Learning with First-Order Logic - ACL Anthology Daiki Kimura, Masaki Ono, Subhajit Chaudhury, Ryosuke Kohita, Akifumi Wachi, Don Joven Agravante, Michiaki Tatsubori, Asim Munawar, Alexander Gray. Proceedings... first order logic neuro symbolic reinforcement learning acl anthology https://elearningindustry.com/neuro-symbolic-artificial-intelligence Neuro-Symbolic Artificial Intelligence - eLearning Industry Dec 30, 2025 - Neuro-symbolic Artificial Intelligence combines explicit, rule-based knowledge representation with adaptive, weight-based models. neuro symbolic artificial intelligence elearning industry https://www.dagstuhl.de/de/institute/news/2026/tgdk-cfp-special-issue-neuro-symbolic-modeling-for-human-centric-ai TGDK - CfP Special Issue: Neuro-Symbolic Modeling for Human-Centric AI TGDK - CfP Special Issue: Neuro-Symbolic Modeling for Human-Centric AI special issue neuro symbolic for human cfp https://openreview.net/forum?id=qzBUIzq5XR2 Learning Task-General Representations with Generative Neuro-Symbolic Modeling | OpenReview People can learn rich, general-purpose conceptual representations from only raw perceptual inputs. Current machine learning approaches fall well short of these... neuro symbolic learning task general representations https://easychair.org/cfp/topic?tid=744976 All CFPs for "neuro symbolic methods" neuro symbolic cfps methods https://openreview.net/forum?id=8zLLH9euYp LUT Based Neural Networks as Neuro-Symbolic Systems | OpenReview Although not a recent topic of research, neurosymbolic systems (NSAI) may have been one of the latest frontiers in artificial intelligence to catch the... neural networks neuro symbolic lut based systems https://deepai.org/publication/end-to-end-neuro-symbolic-architecture-for-image-to-image-reasoning-tasks End-to-End Neuro-Symbolic Architecture for Image-to-Image Reasoning Tasks | DeepAI Jun 6, 2021 - 06/06/21 - Neural models and symbolic algorithms have recently been combined for tasks requiring both perception and reasoning. Neural models... neuro symbolic for image end architecture reasoning https://openreview.net/forum?id=rlbz4_Io5g9 Neuro-Symbolic Entropy Regularization | OpenReview We propose minimizing the entropy restricted to the network's distribution over valid structures, and propose an algorithm for computing it efficiently using... neuro symbolic entropy regularization openreview https://neurosymbolic.asu.edu/ Neuro Symbolic AI neuro symbolic ai https://openreview.net/forum?id=iOc57X9KM54 Neuro-Symbolic Procedural Planning with Commonsense Prompting | OpenReview We propose a neuro-symbolic procedural planner that elicits procedural planning knowledge from the large language models with commonsense-infused prompting. We... neuro symbolic procedural planning commonsense prompting https://openreview.net/forum?id=lV3XJUDBTc Evolutionary Surrogate-Assisted Prescription: Neuro-Symbolic Framework for Trustworthy Decisioning... Abundant records now link organizational contexts, actions, and outcomes. Evolutionary Surrogate-Assisted Prescription (ESP) converts such data into... neuro symbolic evolutionary surrogate assisted prescription https://pmc.ncbi.nlm.nih.gov/articles/PMC12638795/ Neuro-symbolic AI for auditable cognitive information extraction from medical reports - PMC Large language models (LLMs) such as GPT-4 can interpret free text, but unreliable answers, opaque reasoning, and privacy risks limit their use in healthcare.... neuro symbolic ai https://growthstorylabs.com/ Growth Story Labs | The Neuro-Symbolic Blueprint GSL: Fusing human narrative craft with Generative Engine Optimization (GEO). growth story neuro symbolic labs blueprint https://neusym.cn/ neuro-symbolic lab neuro symbolic lab https://arxiv.org/html/2407.20513v1 Prompt2DeModel: Declarative Neuro-Symbolic Modeling with Natural Language neuro symbolic declarative modeling natural language https://aclanthology.org/2022.tacl-1.14/ Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference - ACL... Yufei Feng, Xiaoyu Yang, Xiaodan Zhu, Michael Greenspan. Transactions of the Association for Computational Linguistics, Volume 10. 2022. neuro symbolic for language natural logic https://openreview.net/forum?id=OIaJRUo5UXy Learning Neuro-Symbolic Skills for Bilevel Planning | OpenReview We learn neuro-symbolic skills from demonstrations and plan with them using search-then-sample TAMP techniques. neuro symbolic learning skills bilevel planning https://www.dagstuhl.de/de/publishing/news/2026/tgdk-cfp-special-issue-neuro-symbolic-modeling-for-human-centric-ai TGDK - CfP Special Issue: Neuro-Symbolic Modeling for Human-Centric AI TGDK - CfP Special Issue: Neuro-Symbolic Modeling for Human-Centric AI special issue neuro symbolic for human cfp https://openreview.net/forum?id=_vpnJ0IJJI0 A Confidence-Based Interface for Neuro-Symbolic Visual Question Answering | OpenReview We present a neuro-symbolic visual question answering approach for the CLEVR dataset that is based on deep neural networks and answer-set programming. visual question answering neuro symbolic confidence based interface https://deepai.org/publication/neuro-symbolic-meta-reinforcement-learning-for-trading Neuro-symbolic Meta Reinforcement Learning for Trading | DeepAI Jan 15, 2023 - 01/15/23 - We model short-duration (e.g. day) trading in financial markets as a sequential decision-making problem under uncertainty, with th... neuro symbolic reinforcement learning meta trading deepai https://openreview.net/forum?id=DAp8WCTGVj A Scalable Approach to Probabilistic Neuro-Symbolic Robustness Verification | OpenReview Neuro-Symbolic Artificial Intelligence (NeSy AI) has emerged as a promising direction for integrating neural learning with symbolic reasoning. Typically, in... neuro symbolic scalable approach probabilistic robustness https://openreview.net/forum?id=5VtI484yVy A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts | OpenReview The advent of powerful neural classifiers has increased interest in problems that require both learning and reasoning. These problems are critical for... neuro symbolic benchmark suite https://openreview.net/forum?id=Kj86KzR4Xr Neuro-symbolic Learning of Lifted Action Models from Visual Traces | OpenReview Model-based planners rely on action models to describe available actions in terms of their preconditions and effects. Nonetheless, manually encoding such... neuro symbolic learning lifted https://dev.to/rikinptl/adaptive-neuro-symbolic-planning-for-precision-oncology-clinical-workflows-during-mission-critical-23m2 Adaptive Neuro-Symbolic Planning for precision oncology clinical workflows during mission-critical... My journey into this specialized field began not in a hospital, but in a research lab where I was experimenting with reinforcement learning for robotic path... neuro symbolic planning for precision oncology https://openreview.net/forum?id=OXaKsbjyL3&referrer=%5Bthe%20profile%20of%20Paolo%20Morettin%5D(%2Fprofile%3Fid%3D~Paolo_Morettin1) A Probabilistic Neuro-symbolic Layer for Algebraic Constraint Satisfaction | OpenReview In safety-critical applications, guaranteeing the satisfaction of constraints over continuous environments is crucial, e.g., an autonomous agent should never... neuro symbolic constraint satisfaction probabilistic layer algebraic https://openreview.net/forum?id=HDrXBr26UI Neuro-Symbolic Temporal Point Processes | OpenReview neuro symbolic point processes temporal openreview https://www.bosch.com/research/bcai/neuro-symbolic-ai/ Neuro-symbolic AI | Bosch Global Discover Neuro-Symbolic AI at Bosch: Combining deep learning with logical reasoning through knowledge graphs, Answer Set Programming, and symbolic methods.... neuro symbolic ai bosch global https://deepai.org/publication/neuro-symbolic-forward-reasoning Neuro-Symbolic Forward Reasoning | DeepAI Oct 18, 2021 - 10/18/21 - Reasoning is an essential part of human intelligence and thus has been a long-standing goal in artificial intelligence research. W... neuro symbolic forward reasoning deepai https://www.beyond.ai/ Beyond AI | Industrial AI Powered by Neuro-Symbolic AI Beyond AI delivers industrial AI powered by neuro-symbolic AI, enabling trusted, explainable decisions for complex energy and industrial operations. beyond ai powered by industrial neuro symbolic https://www.nsf.gov/events/ai-assisted-data-manipulation-programming-user-experiences/2024-10-17 AI-assisted Data Manipulation & Programming: User Experiences, and Neuro-Symbolic Techniques | NSF... CISE Distinguished Lecture Series ai assisted data manipulation user experiences https://aclanthology.org/2026.eacl-industry.66/ SYMDIREC: A Neuro-Symbolic Divide-Retrieve-Conquer Framework for Enhanced RTL Synthesis and... Prashanth Vijayaraghavan, Apoorva Nitsure, Luyao Shi, Charles Mackin, Ashutosh Jadhav, David Beymer, Ehsan Degan, Vandana Mukherjee. Proceedings of the 19th... https://openreview.net/forum?id=ySTqCi3nqi Rethinking Reasoning in LLMs: Neuro-Symbolic Local RetoMaton Beyond CoT and ICL | OpenReview Prompt-based reasoning strategies such as Chain-of-Thought (CoT) and In-Context Learning (ICL) have become widely used for eliciting reasoning capabilities in... https://arxiv.org/abs/2106.09795 [2106.09795] LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking Abstract page for arXiv paper 2106.09795: LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking https://openreview.net/forum?id=T7114JzrwB ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time |... We introduce a neuro-symbolic method for zero-shot concept recognition and acquisition, which trained with elementary visual concepts and relations, can... https://arxiv.org/abs/2310.12638 [2310.12638] PSYCHIC: A Neuro-Symbolic Framework for Knowledge Graph Question-Answering Grounding Abstract page for arXiv paper 2310.12638: PSYCHIC: A Neuro-Symbolic Framework for Knowledge Graph Question-Answering Grounding https://easychair.org/publications/keyword/pJvb Keyword: neuro-symbolic keyword neuro symbolic https://www.amazon.science/publications/fregelogic-at-semeval-2026-task-11-a-hybrid-neuro-symbolic-architecture-for-content-robust-syllogistic-validity-prediction FregeLogic at SemEval 2026 Task 11: A hybrid neuro-symbolic architecture for content-robust... We present FregeLogic, a hybrid neurosymbolic system for SemEval-2026 Task 11 (Subtask 1), which addresses syllogistic validity prediction while reducing... https://www.joeyyip.com/ Joey Yip - AI Researcher | Knowledge Graphs, LLMs & Neuro-Symbolic AI | PhD Candidate USC Joey Yip, PhD Candidate at USC AI Institute, specializing in Knowledge Graphs, Large Language Models, Neuro-Symbolic AI, and Agentic Systems. Developer of... ai researcher knowledge graphs https://www.dagstuhl.de/seminars/seminar-calendar/seminar-details/26282 Dagstuhl Seminar 26282: KR Meets XAI: Bridging Symbolic and Neuro-Symbolic AI for True... https://openreview.net/forum?id=KKzm2S1Pfl Neuro-Symbolic Models of Human Moral Judgment: LLMs as Automatic Feature Extractors | OpenReview As AI systems gain prominence in society, concerns about their safety become crucial to address. There have been repeated calls to align powerful AI systems... https://openreview.net/forum?id=VaC4sa96EI Towards Reliable Code-as-Policies: A Neuro-Symbolic Framework for Embodied Task Planning |... Recent advances in large language models (LLMs) have enabled the automatic generation of executable code for task planning and control in embodied agents such... https://openreview.net/forum?id=VoayJihXra NeSyC: A Neuro-symbolic Continual Learner For Complex Embodied Tasks In Open Domains | OpenReview We explore neuro-symbolic approaches to generalize actionable knowledge, enabling embodied agents to tackle complex tasks more effectively in open-domain...