OMEGA: A Structured Math Benchmark to Probe the Reasoning Limits of LLMs
Source: MarkTechPost Introduction to Generalization in Mathematical Reasoning Large-scale language models with long CoT reasoning, such as DeepSeek-R1,...
TabArena: Benchmarking Tabular Machine Learning with Reproducibility and Ensembling at Scale
Source: MarkTechPost Understanding the Importance of Benchmarking in Tabular ML Machine learning on tabular data focuses on building...
LongWriter-Zero: A Reinforcement Learning Framework for Ultra-Long Text Generation Without Synthetic Data
Source: MarkTechPost Introduction to Ultra-Long Text Generation Challenges Generating ultra-long texts that span thousands of words is becoming...
Accelerating scientific discovery with AI
Source: MIT News – Artificial intelligence Several researchers have taken a broad view of scientific progress over the...
MDM-Prime: A generalized Masked Diffusion Models (MDMs) Framework that Enables Partially Unmasked Tokens during Sampling
Source: MarkTechPost Introduction to MDMs and Their Inefficiencies Masked Diffusion Models (MDMs) are powerful tools for generating discrete...
University of Michigan Researchers Propose G-ACT: A Scalable Machine Learning Framework to Steer Programming Language Bias in LLMs
Source: MarkTechPost LLMs and the Need for Scientific Code Control LLMs have rapidly evolved into complex natural language...
UC San Diego Researchers Introduced Dex1B: A Billion-Scale Dataset for Dexterous Hand Manipulation in Robotics
Source: MarkTechPost Challenges in Dexterous Hand Manipulation Data Collection Creating large-scale data for dexterous hand manipulation remains a...
Build Custom AI Tools for Your AI Agents that Combine Machine Learning and Statistical Analysis
Source: MarkTechPost The ability to build custom tools is critical for building customizable AI Agents. In this tutorial,...
DeepRare: The First AI-Powered Agentic Diagnostic System Transforming Clinical Decision-Making in Rare Disease Management
Source: MarkTechPost Rare diseases impact some 400 million people worldwide, accounting for over 7,000 individual disorders, and most...
Tencent Open Sources Hunyuan-A13B: A 13B Active Parameter MoE Model with Dual-Mode Reasoning and 256K Context
Source: MarkTechPost Tencent’s Hunyuan team has introduced Hunyuan-A13B, a new open-source large language model built on a sparse...