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Collections including paper arxiv:2402.00854

Neurosymbolic AI (+hyphen)

A Fully Spectral Neuro-Symbolic Reasoning Architecture with Graph Signal Processing as the Computational Backbone

Paper • 2508.14923 • Published Aug 19, 2025 • 1
A DbC Inspired Neurosymbolic Layer for Trustworthy Agent Design

Paper • 2508.03665 • Published Aug 5, 2025 • 1
Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact

Paper • 2507.00951 • Published Jul 1, 2025 • 23
HyDRA: A Hybrid-Driven Reasoning Architecture for Verifiable Knowledge Graphs

Paper • 2507.15917 • Published Jul 21, 2025

SymbolicAI: A framework for logic-based approaches combining generative models and solvers

Paper • 2402.00854 • Published Feb 1, 2024 • 22
Machine Unlearning for Image-to-Image Generative Models

Paper • 2402.00351 • Published Feb 1, 2024 • 15

Neuro-Symbolic AI

SymbolicAI: A framework for logic-based approaches combining generative models and solvers

Paper • 2402.00854 • Published Feb 1, 2024 • 22

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 31
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 22
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

Solver training

Language Models can be Logical Solvers

Paper • 2311.06158 • Published Nov 10, 2023 • 20
SymbolicAI: A framework for logic-based approaches combining generative models and solvers

Paper • 2402.00854 • Published Feb 1, 2024 • 22
Grandmaster-Level Chess Without Search

Paper • 2402.04494 • Published Feb 7, 2024 • 69
Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping

Paper • 2402.14083 • Published Feb 21, 2024 • 47

LLM x Symbolics

SymbolicAI: A framework for logic-based approaches combining generative models and solvers

Paper • 2402.00854 • Published Feb 1, 2024 • 22
Transformer-Based Models Are Not Yet Perfect At Learning to Emulate Structural Recursion

Paper • 2401.12947 • Published Jan 23, 2024 • 4

SymbolicAI: A framework for logic-based approaches combining generative models and solvers

Paper • 2402.00854 • Published Feb 1, 2024 • 22
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6, 2024 • 117

Learning Universal Predictors

Paper • 2401.14953 • Published Jan 26, 2024 • 22
Anything in Any Scene: Photorealistic Video Object Insertion

Paper • 2401.17509 • Published Jan 30, 2024 • 17
SymbolicAI: A framework for logic-based approaches combining generative models and solvers

Paper • 2402.00854 • Published Feb 1, 2024 • 22
StrokeNUWA: Tokenizing Strokes for Vector Graphic Synthesis

Paper • 2401.17093 • Published Jan 30, 2024 • 20

Beyond Surface: Probing LLaMA Across Scales and Layers

Paper • 2312.04333 • Published Dec 7, 2023 • 19
SymbolicAI: A framework for logic-based approaches combining generative models and solvers

Paper • 2402.00854 • Published Feb 1, 2024 • 22
TravelPlanner: A Benchmark for Real-World Planning with Language Agents

Paper • 2402.01622 • Published Feb 2, 2024 • 37
Do Large Language Models Latently Perform Multi-Hop Reasoning?

Paper • 2402.16837 • Published Feb 26, 2024 • 28

Reasoning | Planning

Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation

Paper • 2310.18628 • Published Oct 28, 2023 • 8
TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise

Paper • 2310.19019 • Published Oct 29, 2023 • 9
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs

Paper • 2311.02262 • Published Nov 3, 2023 • 14
Thread of Thought Unraveling Chaotic Contexts

Paper • 2311.08734 • Published Nov 15, 2023 • 7

Neurosymbolic AI (+hyphen)

A Fully Spectral Neuro-Symbolic Reasoning Architecture with Graph Signal Processing as the Computational Backbone

Paper • 2508.14923 • Published Aug 19, 2025 • 1
A DbC Inspired Neurosymbolic Layer for Trustworthy Agent Design

Paper • 2508.03665 • Published Aug 5, 2025 • 1
Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact

Paper • 2507.00951 • Published Jul 1, 2025 • 23
HyDRA: A Hybrid-Driven Reasoning Architecture for Verifiable Knowledge Graphs

Paper • 2507.15917 • Published Jul 21, 2025

LLM x Symbolics

SymbolicAI: A framework for logic-based approaches combining generative models and solvers

Paper • 2402.00854 • Published Feb 1, 2024 • 22
Transformer-Based Models Are Not Yet Perfect At Learning to Emulate Structural Recursion

Paper • 2401.12947 • Published Jan 23, 2024 • 4

SymbolicAI: A framework for logic-based approaches combining generative models and solvers

Paper • 2402.00854 • Published Feb 1, 2024 • 22
Machine Unlearning for Image-to-Image Generative Models

Paper • 2402.00351 • Published Feb 1, 2024 • 15

SymbolicAI: A framework for logic-based approaches combining generative models and solvers

Paper • 2402.00854 • Published Feb 1, 2024 • 22
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6, 2024 • 117

Neuro-Symbolic AI

SymbolicAI: A framework for logic-based approaches combining generative models and solvers

Paper • 2402.00854 • Published Feb 1, 2024 • 22

Learning Universal Predictors

Paper • 2401.14953 • Published Jan 26, 2024 • 22
Anything in Any Scene: Photorealistic Video Object Insertion

Paper • 2401.17509 • Published Jan 30, 2024 • 17
SymbolicAI: A framework for logic-based approaches combining generative models and solvers

Paper • 2402.00854 • Published Feb 1, 2024 • 22
StrokeNUWA: Tokenizing Strokes for Vector Graphic Synthesis

Paper • 2401.17093 • Published Jan 30, 2024 • 20

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 31
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 22
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

Beyond Surface: Probing LLaMA Across Scales and Layers

Paper • 2312.04333 • Published Dec 7, 2023 • 19
SymbolicAI: A framework for logic-based approaches combining generative models and solvers

Paper • 2402.00854 • Published Feb 1, 2024 • 22
TravelPlanner: A Benchmark for Real-World Planning with Language Agents

Paper • 2402.01622 • Published Feb 2, 2024 • 37
Do Large Language Models Latently Perform Multi-Hop Reasoning?

Paper • 2402.16837 • Published Feb 26, 2024 • 28

Solver training

Language Models can be Logical Solvers

Paper • 2311.06158 • Published Nov 10, 2023 • 20
SymbolicAI: A framework for logic-based approaches combining generative models and solvers

Paper • 2402.00854 • Published Feb 1, 2024 • 22
Grandmaster-Level Chess Without Search

Paper • 2402.04494 • Published Feb 7, 2024 • 69
Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping

Paper • 2402.14083 • Published Feb 21, 2024 • 47

Reasoning | Planning

Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation

Paper • 2310.18628 • Published Oct 28, 2023 • 8
TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise

Paper • 2310.19019 • Published Oct 29, 2023 • 9
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs

Paper • 2311.02262 • Published Nov 3, 2023 • 14
Thread of Thought Unraveling Chaotic Contexts

Paper • 2311.08734 • Published Nov 15, 2023 • 7

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