arXiv:2507.15868v1 Announce Type: new Abstract: Large language models (LLMs) now write code in settings where misreading a single word can...

arXiv:2507.14683v1 Announce Type: new Abstract: Large language models have recently evolved from fluent text generation to advanced reasoning across diverse...

arXiv:2503.10968v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have shown notable potential in code generation for optimization algorithms, unlocking...

arXiv:2507.14688v1 Announce Type: new Abstract: Post-training has emerged as a crucial technique for aligning pre-trained Large Language Models (LLMs) with...

arXiv:2504.03022v2 Announce Type: replace Abstract: Prior work on in-context copying has shown the existence of induction heads, which attend to...

arXiv:2507.14679v1 Announce Type: cross Abstract: The exponential growth of spam text on the Internet necessitates robust detection mechanisms to mitigate...

arXiv:2502.13962v2 Announce Type: replace Abstract: Scaling the test-time compute of large language models has demonstrated impressive performance on reasoning benchmarks....

arXiv:2507.13761v1 Announce Type: new Abstract: Language models are highly sensitive to prompt formulations – small changes in input can drastically...

arXiv:2507.14119v1 Announce Type: cross Abstract: Recent advances in generative modeling enable image editing assistants that follow natural language instructions without...