sentence-transformers/trivia-qa-triplet

Trivia QA with Triplets数据集，用于训练BGE-M3模型，包含triplet和triplet-all两个子集。每个子集包含anchor（问题）、positive（正确答案）和negative（错误答案）三个字段。该数据集适用于特征提取和句子相似度任务。数据收集策略涉及从Trivia QA jsonl文件中提取数据，并根据子集要求选择数据。数据集未进行去重处理。

原始信息汇总

数据集卡片：Trivia QA with Triplets

数据集概述

该数据集是Trivia QA数据集的重新格式化版本，用于训练BGE-M3模型。

数据集子集

triplet 子集

• 列名: "anchor", "positive", "negative"

• 列类型: str, str, str

• 示例: python { anchor: Which American-born Sinclair won the Nobel Prize for Literature in 1930?, positive: Sinclair Lewis Sinclair Lewis Harry Sinclair Lewis (February 7, 1885 – January 10, 1951) was an American novelist, short-story writer, and playwright. In 1930, he became the first writer from the United States to receive the Nobel Prize in Literature, which was awarded "for his vigorous and graphic art of description and his ability to create, with wit and humor, new types of characters." His works are known for their insightful and critical views of American capitalism and materialism between the wars. He is also respected for his strong characterizations of modern working women. H. L. Mencken wrote of him, "[If] there, negative: Nobel Prize in Literature analyze its importance on potential future Nobel Prize in Literature laureates. Only Alice Munro (2009) has been awarded with both. The Neustadt International Prize for Literature is regarded as one of the most prestigious international literary prizes, often referred to as the American equivalent to the Nobel Prize. Like the Nobel or the Man Booker International Prize, it is awarded not for any one work, but for an entire body of work. It is frequently seen as an indicator of who may be awarded the Nobel Prize in Literature. Gabriel García Márquez (1972 Neustadt, 1982 Nobel), Czesław Miłosz (1978 Neustadt, }

• 收集策略: 读取Shitao/bge-m3-data中的Trivia QA jsonl文件，仅取第一个正例和第一个负例。

• 去重: 否

triplet-all 子集

• 列名: "anchor", "positive", "negative"

• 列类型: str, str, str

• 示例: python { anchor: Which American-born Sinclair won the Nobel Prize for Literature in 1930?, positive: Sinclair Lewis Sinclair Lewis Harry Sinclair Lewis (February 7, 1885 – January 10, 1951) was an American novelist, short-story writer, and playwright. In 1930, he became the first writer from the United States to receive the Nobel Prize in Literature, which was awarded "for his vigorous and graphic art of description and his ability to create, with wit and humor, new types of characters." His works are known for their insightful and critical views of American capitalism and materialism between the wars. He is also respected for his strong characterizations of modern working women. H. L. Mencken wrote of him, "[If] there, negative: Nobel Prize in Literature analyze its importance on potential future Nobel Prize in Literature laureates. Only Alice Munro (2009) has been awarded with both. The Neustadt International Prize for Literature is regarded as one of the most prestigious international literary prizes, often referred to as the American equivalent to the Nobel Prize. Like the Nobel or the Man Booker International Prize, it is awarded not for any one work, but for an entire body of work. It is frequently seen as an indicator of who may be awarded the Nobel Prize in Literature. Gabriel García Márquez (1972 Neustadt, 1982 Nobel), Czesław Miłosz (1978 Neustadt, }

• 收集策略: 读取Shitao/bge-m3-data中的Trivia QA jsonl文件，并对每个负例生成单独的样本。

• 去重: 否