Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published 21 days ago • 374
Convergent Emergence of In-Context Learning Across Modalities Paper • 2609.14011 • Published 16 days ago • 3
Convergent Emergence of In-Context Learning Across Modalities Paper • 2609.14011 • Published 16 days ago • 3
Information Abundance Paradox: Long-Context Training Undermines Parametric Knowledge Paper • 2608.12218 • Published Aug 12 • 6
Trust Functions: Near-Lossless Weak-to-Strong Generalization by Learning When to Trust the Weak Teacher Paper • 2606.01000 • Published May 31 • 7
ChiKhaPo: A Large-Scale Multilingual Benchmark for Evaluating Lexical Comprehension and Generation in Large Language Models Paper • 2510.16928 • Published Oct 19, 2025 • 4
Genomic Next-Token Predictors are In-Context Learners Paper • 2511.12797 • Published Nov 16, 2025 • 8
Genomic Next-Token Predictors are In-Context Learners Paper • 2511.12797 • Published Nov 16, 2025 • 8 • 2
SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains Paper • 2507.07229 • Published Jul 9, 2025 • 11
World-in-World: World Models in a Closed-Loop World Paper • 2510.18135 • Published Oct 20, 2025 • 76