MidhunKanadan/NLtoCypherDataset

--- license: mit --- # NLtoCypherDataset ## Description This dataset, named "NLtoCypherDataset", is designed for the task of translating natural language instructions into Cypher query language. It is particularly useful for training and evaluating models on sequence-to-sequence tasks where the input is a natural language instruction, and the output is the corresponding Cypher query. ## Dataset Structure ### Data Fields - `Instruction`: A string containing a natural language instruction or query. - `Cypher Queries`: The corresponding Cypher query that represents the natural language instruction. ### Data Splits The dataset is divided into two splits: - `train`: Contains [358] samples for training purposes. - `validation`: Comprises [100] samples for evaluating the model's performance.

原始信息汇总

NLtoCypherDataset

描述

"NLtoCypherDataset" 数据集旨在将自然语言指令转换为 Cypher 查询语言。它特别适用于训练和评估模型在序列到序列任务上的表现，其中输入是自然语言指令，输出是对应的 Cypher 查询。

数据集结构

数据字段

• Instruction: 包含自然语言指令或查询的字符串。
• Cypher Queries: 表示自然语言指令的相应 Cypher 查询。

数据划分

数据集分为两个部分：

• train: 包含 [358] 个样本，用于训练。
• validation: 包含 [100] 个样本，用于评估模型性能。