Maxine Eskenazi

InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning

Instruction tuning is an emergent paradigm in NLP wherein natural language instructions are leveraged with language models to induce zero-shot performance on unseen tasks. Dialogue is an especially interesting area in which to explore instruction tuning because dialogue systems perform multiple kind…