3 papers
cs.IR2024
CLARINET: Augmenting Language Models to Ask Clarification Questions for Retrieval
Yizhou Chi, Jessy Lin, Kevin Lin +1
Users often make ambiguous requests that require clarification. We study the problem of asking clarification questions in an information retrieval setting, where systems often face…
cs.CL2024
THOUGHTSCULPT: Reasoning with Intermediate Revision and Search
Yizhou Chi, Kevin Yang, Dan Klein
We present THOUGHTSCULPT, a general reasoning and search method for tasks with outputs that can be decomposed into components. THOUGHTSCULPT explores a search tree of potential sol…
cs.CL2023
Improving Pacing in Long-Form Story Planning
Yichen Wang, Kevin Yang, Xiaoming Liu +1
Existing LLM-based systems for writing long-form stories or story outlines frequently suffer from unnatural pacing, whether glossing over important events or over-elaborating on in…