Koel-TTS: Enhancing LLM based Speech Generation with Preference Alignment and Classifier Free Guidance Paper • 2502.05236 • Published Feb 7, 2025 • 1
Beyond Language Modeling: An Exploration of Multimodal Pretraining Paper • 2603.03276 • Published Mar 3 • 103
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization Paper • 2601.05242 • Published Jan 8 • 230
Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting Paper • 2601.02151 • Published Jan 5 • 113
NV-Embed Collection NV-Embed is a generalist embedding model encompassing retrieval, reranking, classification, clustering, STS tasks. • 3 items • Updated 3 days ago • 18
Fantastic Reasoning Behaviors and Where to Find Them: Unsupervised Discovery of the Reasoning Process Paper • 2512.23988 • Published Dec 30, 2025 • 19
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Paper • 2512.23959 • Published Dec 30, 2025 • 111
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published Dec 31, 2025 • 66
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss Paper • 2512.23447 • Published Dec 29, 2025 • 99
Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models Paper • 2512.24618 • Published Dec 31, 2025 • 154