Category: Natural Language Processing

• Enterprise Text-to-SQL: 5 Disruptive Insights from LinkedIn and Top Labs
• RAG Context Stuck at 512 for Too Long: The 32K Context Era for Embedding Models Begins with Granite R2
• Kaiming He's Team Unveils 'Diffusion Model' Breakthrough: Discrete Decoding at the 'Last Mile'
• How Do You Evaluate the Interaction Model Recently Released by Thinking Machines? - wangleineo's Answer
• ICML 2026 | Rejecting Brute Force, PRISM Framework Enables Efficient Test-Time Scaling for dLLMs
• Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies in LLM Reinforcement Learning
• Newly Open-Sourced Small Model with Under 1B Active Parameters Outperforms GPT-5 High-End Version in Math
• Perhaps the Most Impressive AI Paper of Recent Years: After Giving AI Reasoning Real-Time Subtitles, Its Inner Thoughts Are Shocking!
• Subquadratic — Efficiency is Intelligence
• Abstract-CoT: Reasoning Tokens Slashed 11.6x, Chain-of-Thought Without Words Shatters LLM Efficiency Ceiling
• Paper Brief | Automated Knowledge Graph Enrichment Using Multi-Agent Large Language Models (NeurIPS 2025)
• Thinking Without Words: Efficient Latent Reasoning with Abstract Chain-of-Thought
• The World's Most Notorious Forum Uncovered AI's Most Crucial 'Thinking' Ability
• MSA Code Officially Open-Sourced!
• Reconstructing Native Multimodality! Meituan Releases Purely Discrete Base Model, Truly Achieving 'Everything is Token'
• How Can a Model Trained on 200M Real Tokens Match the Performance of 360M Data?
• One Year into RAG: My Biggest Regret Was Adopting Knowledge Graphs
• Masterpiece! MIT and Google Train an LLM Capable of Rigorous Bayesian Inference
• MMLU is Dead? 'Humanity's Last Exam' Published in Nature: Global AI Models Collectively Fail!
• Google's New Research Identifies the Crucial Tokens Where Large Models Ponder Deeply!
• Is PPO Dead? The Reinforcement Learning Foundation Used by DeepSeek Has Major Flaws!
• Transformer Authors Lead Sakana AI to Release Three Papers: Completely Reconstructing Long-Text Memory Mechanisms
• Google's New Discovery: DeepSeek Reasoning Splits into Multiple Personalities, Left and Right Brain Competing for Intelligence
• True Hack! MIT New Research: Zero Architecture Changes, Unlocking Million-Level Context for Large Models
• Google Just Overturned Model Memory, and Nvidia Revolutionized Attention｜Hao Good Chat Paper