SRI Group Website

A language for constraint-guided and efficient LLM programming.

Controlled Text Generation via Language Model Arithmetic

Human-Guided Fair Classification for NLP (ICLR 2023, Spotlight)

This is the code for the paper "Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation".

[ICLR 2022] Complete Verification via Multi-Neuron Relaxation Guided Branch-and-Bound

DL2 is a framework that allows training neural networks with logical constraints over numerical values in the network (e.g. inputs, outputs, weights) and to query networks for inputs fulfilling a logical formula.