Topic
Language & LLMs
The latest AI xPress posts in Language & LLMs.
- Automated jailbreak prompts often make large language models override safety guardrails in fewer than twenty queries
In a 2025 paper published at the IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), researchers at the University of Pennsylvania describe an automated attack called Prompt Automatic…
- Optimized prompt tuning can match fine-tuning across model sizes and language tasks
In a 2022 paper in the Annual Meeting of the Association for Computational Linguistics, researchers from Tsinghua University, the Beijing Academy of Artificial Intelligence, and the Shanghai Qi Zhi…
- Structured skill libraries with constraint checks improve zero-shot task success in LLM agents, study suggests
In a 2026 comparative study, researchers report that a structured skill library with constraint checks showed advantages for large language model agents, programs that choose actions from language…
- Language models often miss relevant information in the middle of a long input
In a 2024 paper published in Transactions of the Association for Computational Linguistics, a peer-reviewed journal, researchers at Stanford University and the University of California, Berkeley…
- vLLM improved serving throughput for popular large language models by two to four times
In a 2023 paper, researchers introduced PagedAttention, a memory-management method for large language model serving, and a serving system called vLLM. The paper reports that vLLM improved throughput…
