Search Results for author: Yeonsu Kwon

Found 4 papers, 4 papers with code

KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models

1 code implementation17 Oct 2023 Jiho Kim, Yeonsu Kwon, Yohan Jo, Edward Choi

While large language models (LLMs) have made considerable advancements in understanding and generating unstructured text, their application in structured data remains underexplored.

Fact Verification Knowledge Graphs +3

Open-WikiTable: Dataset for Open Domain Question Answering with Complex Reasoning over Table

1 code implementation12 May 2023 Sunjun Kweon, Yeonsu Kwon, Seonhee Cho, Yohan Jo, Edward Choi

Despite recent interest in open domain question answering (ODQA) over tables, many studies still rely on datasets that are not truly optimal for the task with respect to utilizing structural nature of table.

Open-Domain Question Answering

FactKG: Fact Verification via Reasoning on Knowledge Graphs

1 code implementation11 May 2023 Jiho Kim, Sungjin Park, Yeonsu Kwon, Yohan Jo, James Thorne, Edward Choi

KGs can be a valuable knowledge source in fact verification due to their reliability and broad applicability.

Fact Verification Knowledge Graphs +1

EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records

1 code implementation NeurIPS 2022 Datasets and Benchmarks 2022 Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi

We then manually linked these questions to two open-source EHR databases, MIMIC-III and eICU, and included various time expressions and held-out unanswerable questions in the dataset, which were also collected from the poll.

Retrieval Text-To-SQL

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