SafeSeal, a patent-pending LLM watermarking technology available for licensing at TRL 3, embeds identifiable marks in large language model outputs while achieving a BERTScore of 0.981, an entity simil…
Researchers introduced NepKANUN, a Retrieval-Augmented Generation (RAG) legal assistant built on a fine-tuned large language model to answer natural language legal inquiries in Nepal, according to an …
A new framework called intra-paper claim verification, introduced by researchers on arXiv, uses large language models to assess whether novelty claims in scientific papers are supported by their metho…
A practical guide for benchmarking fine-tuned models recommends starting with a held-out test set matching the actual task rather than relying solely on public benchmarks. The workflow includes defini…
A new study auditing eight automatic attribution metrics across multiple datasets finds that no single metric consistently performs best, with rankings inverting across datasets (Kendall tau = -0.64).…