AI Native Daily Paper Digest – 20250530
1. Table-R1: Inference-Time Scaling for Table Reasoning 🔑 Keywords: Table Reasoning, Distillation, RLVR, Generalization, LLMs 💡 Category: Knowledge Representation and…
AI Native Daily Paper Digest – 20250529
1. The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models 🔑 Keywords: Policy Entropy, Entropy Dynamics, LLMs, Reinforcement Learning,…
AI Native Daily Paper Digest – 20250527
1. Mutarjim: Advancing Bidirectional Arabic-English Translation with a Small Language Model 🔑 Keywords: Mutarjim, Arabic-English translation, Tarjama-25, two-phase training, AI-generated…
AI Native Daily Paper Digest – 20250526
1. TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations 🔑 Keywords: TabSTAR, Foundation Tabular Model, Semantically Target-Aware Representations, transfer…
AI Native Daily Paper Digest – 20250523
1. NovelSeek: When Agent Becomes the Scientist — Building Closed-Loop System from Hypothesis to Verification 🔑 Keywords: AI, Autonomous Scientific…
AI Native Daily Paper Digest – 20250522
1. Web-Shepherd: Advancing PRMs for Reinforcing Web Agents 🔑 Keywords: Web-Shepherd, web navigation, process reward model, multimodal large language model…
AI Native Daily Paper Digest – 20250521
1. Emerging Properties in Unified Multimodal Pretraining 🔑 Keywords: BAGEL, multimodal understanding, foundational model, complex multimodal reasoning, generation 💡 Category:…
AI Native Daily Paper Digest – 20250520
1. Chain-of-Model Learning for Language Model 🔑 Keywords: Chain-of-Model, Chain-of-Representation, Transformer architecture, elastic inference, AI Native 💡 Category: Natural Language…
AI Native Daily Paper Digest – 20250519
1. Qwen3 Technical Report 🔑 Keywords: Qwen3, large language models, multilingual capabilities, Mixture-of-Expert architectures, thinking mode 💡 Category: Natural Language…