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Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL Translation
Our results indicate a significant performance drop in GPT-3. 5 on the unfamiliar Termite dataset, even with ATD modifications, highlighting the effect of Data Contamination on LLMs in Text-to-SQL translation tasks.
Empowering Multi-step Reasoning across Languages via Tree-of-Thoughts
Reasoning methods, best exemplified by the well-known Chain-of-Thought (CoT), empower the reasoning abilities of Large Language Models (LLMs) by eliciting them to solve complex tasks in a step-by-step manner.
Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages
The impressive achievements of transformers force NLP researchers to delve into how these models represent the underlying structure of natural language.
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