neural symbolic

Curriculum Abductive Learning for Mitigating Reasoning Shortcuts IJCAI 2025 DLRG at BHASHA: Task 1 (IndicGEC): A Hybrid Neurosymbolic Approach for Tamil and Malayalam Grammatical Error Correction AACL 2025 INFER: A Neural-symbolic Model For Extrapolation Reasoning on Temporal Knowledge Graph ICLR 2025 RAG-SR: Retrieval-Augmented Generation for Neural Symbolic Regression ICLR 2025 ELLEN: Extremely Lightly Supervised Learning for Efficient Named Entity Recognition COLING 2024 Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models ACL 2024 Event Semantic Knowledge in Procedural Text Understanding ACL 2023 Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning CVPR 2023 AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension ACL 2022 Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval ICML 2022 Neural Natural Logic Inference for Interpretable Question Answering EMNLP 2021 Deep Learning with Relational Logic Representations IJCAI 2019 Learning by Abstraction: The Neural State Machine NeurIPS 2019 Learning to Infer Program Sketches ICML 2019 Neural Logic Machines ICLR 2019 Bridging Knowledge Gaps in Neural Entailment via Symbolic Models EMNLP 2018 Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding NeurIPS 2018 Differentiable Learning of Logical Rules for Knowledge Base Reasoning NeurIPS 2017 Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision ACL 2017