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Existing long-CoT reasoning models have achieved state-of-the-art performance in mathematical reasoning by generating reasoning trajectories with iterative self-verification and refinement....
arXiv:2507.16802v2 Announce Type: replace Abstract: Large Language Models (LLMs) exhibit considerable promise in financial applications; however, prevailing models frequently demonstrate...
Multimodal foundation models (MFMs) like GPT-4o, Gemini, and Claude have shown rapid progress recently, especially in public demos. While their...
Visual reasoning tasks challenge artificial intelligence models to interpret and process visual information using both perception and logical reasoning. These...
arXiv:2507.16835v1 Announce Type: cross Abstract: Voice-based conversational AI systems increasingly rely on cascaded architectures combining speech-to-text (STT), large language models...
arXiv:2507.16284v2 Announce Type: replace Abstract: The debate surrounding language identification has gained renewed attention in recent years, especially with the...
arXiv:2502.12988v2 Announce Type: replace Abstract: Previous approaches to persona simulation large language models (LLMs) have typically relied on learning basic...
arXiv:2506.16383v3 Announce Type: replace Abstract: Argument Mining (AM), a critical subfield of Natural Language Processing (NLP), focuses on extracting argumentative...
arXiv:2405.08427v2 Announce Type: replace Abstract: Stickers are increasingly used in social media to express sentiment and intent. Despite their significant...
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