Explaining Large Language Model-Based Neural Semantic Parsers (Student
Abstract)

Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract)

25 January 2023

Bailin Wang

Ziyu Yao George Mason University

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Papers citing "Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract)"

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Title
Understanding the Effect of Algorithm Transparency of Model Explanations in Text-to-SQL Semantic Parsing Daking Rai Rydia R. Weiland Kayla Margaret Gabriella Herrera Tyler H. Shaw Ziyu Yao 92 2 0 05 Oct 2024
An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs Daking Rai Ziyu Yao LRM 90 10 0 18 Jun 2024
IntelliExplain: Enhancing Interactive Code Generation through Natural Language Explanations for Non-Professional Programmers Hao Yan Thomas D. Latoza Ziyu Yao LRM 84 0 0 16 May 2024
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.3K 17,241 0 16 Feb 2016