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Collections including paper arxiv:2505.04769

Neurosymbolic AI (+hyphen)

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

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

Paper • 2508.03665 • Published Aug 5 • 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 • 24
HyDRA: A Hybrid-Driven Reasoning Architecture for Verifiable Knowledge Graphs

Paper • 2507.15917 • Published Jul 21

RuCCoD: Towards Automated ICD Coding in Russian

Paper • 2502.21263 • Published Feb 28 • 133
Unified Reward Model for Multimodal Understanding and Generation

Paper • 2503.05236 • Published Mar 7 • 123
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7 • 46
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Paper • 2503.05592 • Published Mar 7 • 27

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 28
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

Abstract Spatial Intelligence

Defining and Evaluating Visual Language Models' Basic Spatial Abilities: A Perspective from Psychometrics

Paper • 2502.11859 • Published Feb 17
Does Spatial Cognition Emerge in Frontier Models?

Paper • 2410.06468 • Published Oct 9, 2024 • 2
Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations

Paper • 2506.04633 • Published Jun 5 • 19
PulseCheck457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Multimodal Models

Paper • 2502.08636 • Published Feb 12

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 57
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 52
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 44
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 63

Neurosymbolic AI (+hyphen)

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

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

Paper • 2508.03665 • Published Aug 5 • 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 • 24
HyDRA: A Hybrid-Driven Reasoning Architecture for Verifiable Knowledge Graphs

Paper • 2507.15917 • Published Jul 21

Abstract Spatial Intelligence

Defining and Evaluating Visual Language Models' Basic Spatial Abilities: A Perspective from Psychometrics

Paper • 2502.11859 • Published Feb 17
Does Spatial Cognition Emerge in Frontier Models?

Paper • 2410.06468 • Published Oct 9, 2024 • 2
Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations

Paper • 2506.04633 • Published Jun 5 • 19
PulseCheck457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Multimodal Models

Paper • 2502.08636 • Published Feb 12

RuCCoD: Towards Automated ICD Coding in Russian

Paper • 2502.21263 • Published Feb 28 • 133
Unified Reward Model for Multimodal Understanding and Generation

Paper • 2503.05236 • Published Mar 7 • 123
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7 • 46
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Paper • 2503.05592 • Published Mar 7 • 27

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 57
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 52
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 44
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 63

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 28
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

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