iON
AI Synthesis
The search results for "cs.CL" highlight recent developments in computational linguistics. These include a 150M model from Hugging Face that extracts verbatim evidence spans without relying on large language models (LLMs), a Python package called UQLM designed for uncertainty quantification in LLM hallucination detection, and a project on LLM steganography for hiding text within plausible texts. These projects demonstrate advancements in model efficiency, error detection, and creative applications of language models.
Top result
Article URL: https://huggingface.co/KRLabsOrg/verbatim-rag-modern-bert-v2 Comments URL: https://news.ycombinator.com/item?id=48478775 Points: 4 # Comments: 0
UQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM hallucination detection - cvs-health/uqlm
Article URL: https://github.com/hodgesmr/calgacus-mlx Comments URL: https://news.ycombinator.com/item?id=48093585 Points: 1 # Comments: 0