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Imagine that you suddenly obtain a large collection of unclassified documents and are tasked with grouping them by topic.
arXiv:2602.06412v1 Announce Type: new Abstract: Masked Diffusion Language Models generate sequences via iterative sampling that progressively unmasks tokens. However, they...
arXiv:2511.19279v3 Announce Type: replace-cross Abstract: A cognitive map is an internal model which encodes the abstract relationships among entities in...
arXiv:2602.06384v1 Announce Type: new Abstract: Producing outputs that satisfy both semantic intent and format constraints is essential for deploying large...
In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large...
AI agents are everywhere.
Generating publication-ready illustrations is a labor-intensive bottleneck in the research workflow. While AI scientists can now handle literature reviews and...
In this tutorial, we walk through an advanced, end-to-end exploration of Polyfactory, focusing on how we can generate rich, realistic...
Generating publication-ready illustrations is a labor-intensive bottleneck in the research workflow. While AI scientists can now handle literature reviews and...
Let’s Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM’s Math Capability
Lessons from the Field: An Adaptable Lifecycle Approach to Applied Dialogue Summarization
Less Is More for Multi-Step Logical Reasoning of LLM Generalisation Under Rule Removal, Paraphrasing, and Compression
Less Data, More Security: Advancing Cybersecurity LLMs Specialization via Resource-Efficient Domain-Adaptive Continuous Pre-training with Minimal Tokens
LegalEval-Q: A New Benchmark for The Quality Evaluation of LLM-Generated Legal Text
