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Transformers use attention and Mixture-of-Experts to scale computation, but they still lack a native way to perform knowledge lookup. They...
arXiv:2601.08750v1 Announce Type: new Abstract: Recent developments in natural language processing highlight text as an emerging data source for ecology....
arXiv:2601.08747v1 Announce Type: new Abstract: Current context augmentation methods, such as retrieval-augmented generation, are essential for solving knowledge-intensive reasoning tasks.However,...
arXiv:2601.08682v1 Announce Type: new Abstract: Summarization of multi-party dialogues is a critical capability in industry, enhancing knowledge transfer and operational...
arXiv:2601.08160v1 Announce Type: new Abstract: Agentic memory systems have become critical for enabling LLM agents to maintain long-term context and...

Google Research has expanded its Health AI Developer Foundations program (HAI-DEF) with the release of MedGemma-1.5. The model is released...
arXiv:2601.07806v1 Announce Type: new Abstract: The increased use of Large Language Models (LLMs) in sensitive domains leads to growing interest...
arXiv:2601.06108v1 Announce Type: cross Abstract: Aligning large language models (LLMs) with human preferences has become essential for safe and beneficial...
arXiv:2601.04377v2 Announce Type: replace Abstract: Retrieval-Augmented Generation (RAG) has emerged as an important means of enhancing the performance of large...




