MUR: Momentum Uncertainty guided Reasoning for Large Language Models Paper • 2507.14958 • Published Jul 20, 2025 • 47
$A^3$-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation Paper • 2601.09274 • Published 23 days ago • 84
Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Paper • 2601.13481 • Published 17 days ago • 2
TIDE: Trajectory-based Diagnostic Evaluation of Test-Time Improvement in LLM Agents Paper • 2602.02196 • Published 4 days ago • 31
Mind Reasoning Manners: Enhancing Type Perception for Generalized Zero-shot Logical Reasoning over Text Paper • 2301.02983 • Published Jan 8, 2023
A Survey of Quantized Graph Representation Learning: Connecting Graph Structures with Large Language Models Paper • 2502.00681 • Published Feb 2, 2025
ErrEval: Error-Aware Evaluation for Question Generation through Explicit Diagnostics Paper • 2601.10406 • Published 22 days ago
LLMdoctor: Token-Level Flow-Guided Preference Optimization for Efficient Test-Time Alignment of Large Language Models Paper • 2601.10416 • Published 22 days ago
Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Paper • 2601.13481 • Published 17 days ago • 2
A^3-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation Paper • 2601.09274 • Published 23 days ago • 84
MAPS: A Multi-Agent Framework Based on Big Seven Personality and Socratic Guidance for Multimodal Scientific Problem Solving Paper • 2503.16905 • Published Mar 21, 2025 • 54
MARS: A Multi-Agent Framework Incorporating Socratic Guidance for Automated Prompt Optimization Paper • 2503.16874 • Published Mar 21, 2025 • 45
A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction Paper • 2403.09721 • Published Mar 12, 2024 • 1
GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction Paper • 2503.11227 • Published Mar 14, 2025 • 25