Search Results for author: Shicheng Liu

Found 2 papers, 2 papers with code

SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models

1 code implementation • 16 Nov 2023 • Shicheng Liu, Jialiang Xu, Wesley Tjangnaka, Sina J. Semnani, Chen Jie Yu, Monica S. Lam

This paper presents the first conversational agent that supports the full generality of hybrid data access for large knowledge corpora, through a language we developed called SUQL (Structured and Unstructured Query Language).

Conversational Search In-Context Learning +1

127

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Code

Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata

1 code implementation • 23 May 2023 • Silei Xu, Shicheng Liu, Theo Culhane, Elizaveta Pertseva, Meng-Hsi Wu, Sina J. Semnani, Monica S. Lam

By pairing our semantic parser with GPT-3, we combine verifiable results with qualified GPT-3 guesses to provide useful answers to 96% of the questions in dev.

Knowledge Base Question Answering Knowledge Graphs +1

Paper
Code

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