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neuro-symbolic computing

13 papers

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Co-occurring keywords · papers mentioning both

neural network (3) large language model (2) neuro-symbolic computation (2) symbolic reasoning (2) reasoning shortcut (1) visual demonstration (1) visual parsing (1) syntactic structure (1) formal grammar (1) abstract syntax tree (1)

Papers

SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets AAAI 2026 Neuro-Symbolic Query Compiler ACL 2025 Proving Olympiad Inequalities by Synergizing LLMs and Symbolic Reasoning ICLR 2025 SYNAPSE: SYmbolic Neural-Aided Preference Synthesis Engine AAAI 2025 A differentiable first-order rule learner for inductive logic programming (Abstract Reprint) IJCAI 2024 A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts NeurIPS 2024 Discrete Dictionary-based Decomposition Layer for Structured Representation Learning NeurIPS 2024 Modeling Low-Resource Health Coaching Dialogues via Neuro-Symbolic Goal Summarization and Text-Units-Text Generation COLING 2024 Relational Programming with Foundational Models AAAI 2024 Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling NAACL 2022 Teaching Temporal Logics to Neural Networks ICLR 2021 ETHAN at SemEval-2020 Task 5: Modelling Causal Reasoning in Language Using Neuro-symbolic Cloud Computing SemEval 2020 NeurASP: Embracing Neural Networks into Answer Set Programming IJCAI 2020