JEDI Demo
NLI demo: JEDI decomposes premises into extractive atomic facts and predicts fact-level entailment/contradiction/neutral in one forward pass, without generative LLMs at inference time.
EMBER Demo
Interactive streaming NER demo: EMBER extracts entity spans from a decoder-only LM's internal representations during generation, enabling simultaneous text generation and tagging with minimal latency overhead.