Continuous Autoregressive Language Models(arxiv.org)

98 points by Anon84 11 months ago | 7 comments

Language models are injective and hence invertible(arxiv.org)

194 points by mazsa 1 year ago | 136 comments

AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model(arxiv.org)

26 points by babakd 3 years ago | 4 comments

Kosmos: An AI Scientist for Autonomous Discovery(arxiv.org)

45 points by belter 11 months ago | 9 comments

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via RL(arxiv.org)

1116 points by gradus_ad 1 year ago | 932 comments

arXiv abstract page for the DeepSeek-AI paper introducing DeepSeek-R1, which uses reinforcement learning to improve reasoning in large language models.

Some critical issues with the SWE-bench dataset(arxiv.org)

331 points by joshwa 1 year ago | 113 comments

arXiv paper introducing SWE-Bench+, an empirical analysis revealing data quality issues in the SWE-bench coding benchmark for LLMs, such as solution leakage and weak tests.