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Estimating LLM Uncertainty with Logits

arXiv:2502.00290v4 Announce Type: replace Abstract: Over the past few years, Large Language Models (LLMs) have...

Establishing AI and data sovereignty in the age of autonomous systems

When generative AI first moved from research labs into real-world business applications, enterprises made a...

Erasing Conceptual Knowledge from Language Models

arXiv:2410.02760v3 Announce Type: replace Abstract: In this work, we introduce Erasure of Language Memory (ELM)...

Epistemic Diversity and Knowledge Collapse in Large Language Models

arXiv:2510.04226v4 Announce Type: replace Abstract: Large language models (LLMs) tend to generate lexically, semantically, and...

EPFL Researchers Introduce MEMOIR: A Scalable Framework for Lifelong Model Editing in LLMs

The Challenge of Updating LLM Knowledge LLMs have shown outstanding performance for various tasks through...

Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations

arXiv:2509.05060v1 Announce Type: new Abstract: We introduce Entropy2Vec, a novel framework for deriving cross-lingual language...

Entropy-Guided Reasoning Compression

arXiv:2511.14258v1 Announce Type: new Abstract: Large reasoning models have demonstrated remarkable performance on complex reasoning...

Entrepreneurs in Nairobi make the case for going solar

__________________________THE PLACENairobi, Kenya Most of Kenya’s power grid runs on renewables. But with 25% of...

Enterprise alert: PostgreSQL just became the database you can’t ignore for AI applications

Analysts provide insight on what the latest acquisition of a PostgreSQL database vendor means for...

Enterprise AI Without GPU Burn: Salesforce’s xGen-small Optimizes for Context, Cost, and Privacy

Language processing in enterprise environments faces critical challenges as business workflows increasingly depend on synthesising...

Enigmata’s Multi-Stage and Mix-Training Reinforcement Learning Recipe Drives Breakthrough Performance in LLM Puzzle Reasoning

Large Reasoning Models (LRMs), trained from LLMs using reinforcement learning (RL), demonstrated great performance in...

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