…Fine-tuning language models on our dataset yields substantial improvements, with relative gains often exceeding 100%, particularly for claim and proposal extraction tasks. Our error analysis reveals that extracted claims exhibit high…
…Stefanos Pasios Abstract A hybrid approach combining diffusion-based and image-to-image translation methods improves photorealism in synthetic datasets while maintaining semantic consistency. AI-generated summary Video game engines have been…
…Ming Qian , , , , Wen Wang , , , , Abstract Sat3DGen addresses the challenge of generating street-level 3D scenes from satellite images by employing a geometry-first approach that improves both geometric accuracy and photorealism through…
…Yanbiao Ji , , , , , , , , , Abstract EnergyFlow unifies generative action modeling with inverse reinforcement learning by parameterizing an energy function whose gradient serves as a denoising field, enabling reward extraction without adversarial training while improving…
…v1 scheduler – Implements the same scheduling logic as vLLM v1. ✅ Chunked Prefill – Improves prefill efficiency for longer contexts. ✅ Clean codebase – The simplest way to reproduce vLLM v1 scheduler and implement Chunked Prefill…
…On the LIFEBench exact length matching task, applying LenVM to a 7B model improves the length score from 30.9 to 64.8, significantly outperforming frontier closed-source models. Furthermore, LenVM enables…
…Existing methods improve text fidelity with stronger recognition-based or generative priors, yet they still face two unresolved challenges under severe degradation: the text condition extracted from low-quality inputs can itself…
…LLM rewriter to improve tool retrieval from API catalogs, achieving better performance on both specific and vague queries through co-evolutionary training. Generated by Qwen/Qwen2.5-Coder-32B-Instruct Tool retrieval…
…Our code is available at https://github.com/ContinuumCoder/Hodge-Spectral-Duality View arXiv page View PDF GitHub 2 Add to collection Community In this paper, we study solution operators of physical…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Activation-based control steers large language models (LLMs) by intervening on their internal representations during inference, and has emerged as an effective paradigm for…