Search Results for author: Sangryul Kim

Found 3 papers, 1 papers with code

ProbGate at EHRSQL 2024: Enhancing SQL Query Generation Accuracy through Probabilistic Threshold Filtering and Error Handling

1 code implementation25 Apr 2024 Sangryul Kim, Donghee Han, Sehyun Kim

Recently, deep learning-based language models have significantly enhanced text-to-SQL tasks, with promising applications in retrieving patient records within the medical domain.

Text-To-SQL

eXplainable Bayesian Multi-Perspective Generative Retrieval

no code implementations4 Feb 2024 EuiYul Song, Philhoon Oh, Sangryul Kim, James Thorne

Modern deterministic retrieval pipelines prioritize achieving state-of-the-art performance but often lack interpretability in decision-making.

Decision Making Fact Checking +2

Re3val: Reinforced and Reranked Generative Retrieval

no code implementations30 Jan 2024 EuiYul Song, Sangryul Kim, Haeju Lee, Joonkee Kim, James Thorne

Subsequently, we extract and rerank contexts from the KILT database using the rerank page titles.

Passage Retrieval Retrieval

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