Noticias
AbstRaL: Teaching LLMs Abstract Reasoning via Reinforcement to Boost Robustness on GSM Benchmarks
Recent research indicates that LLMs, particularly smaller ones, frequently struggle with robust reasoning. They tend...
A Unified Representation for Continuity and Discontinuity: Syntactic and Computational Motivations
arXiv:2506.05686v1 Announce Type: new Abstract: This paper advances a unified representation of linguistic structure for...
A Survey on Training-free Alignment of Large Language Models
arXiv:2508.09016v1 Announce Type: new Abstract: The alignment of large language models (LLMs) aims to ensure...
A Survey on Latent Reasoning
arXiv:2507.06203v2 Announce Type: replace Abstract: Large Language Models (LLMs) have demonstrated impressive reasoning capabilities, especially...
A Survey on (M)LLM-Based GUI Agents
arXiv:2504.13865v2 Announce Type: replace-cross Abstract: Graphical User Interface (GUI) Agents have emerged as a transformative...
A Survey of Context Engineering for Large Language Models
arXiv:2507.13334v1 Announce Type: new Abstract: The performance of Large Language Models (LLMs) is fundamentally determined...
A Survey of Classification Tasks and Approaches for Legal Contracts
arXiv:2507.21108v1 Announce Type: new Abstract: Given the large size and volumes of contracts and their...
A Simple Ensemble Strategy for LLM Inference: Towards More Stable Text Classification
arXiv:2504.18884v2 Announce Type: replace Abstract: With the advance of large language models (LLMs), LLMs have...
A new paradigm for AI: How ‘thinking as optimization’ leads to better general-purpose models
A new AI model learns to “think” longer on hard problems, achieving more robust reasoning...
A new atomic clock in space could help us measure elevations on Earth
In 2003, engineers from Germany and Switzerland began building a bridge across the Rhine River...
A Modular Multitask Reasoning Framework Integrating Spatio-temporal Models and LLMs
arXiv:2506.20073v1 Announce Type: new Abstract: Spatio-temporal data mining plays a pivotal role in informed decision...
A long-abandoned US nuclear technology is making a comeback in China
China has once again beat everyone else to a clean energy milestone—its new nuclear reactor...
