lilacai/lilac-squad_v2

This dataset is generated by [Lilac](http://lilacml.com) for a HuggingFace Space: [huggingface.co/spaces/lilacai/lilac](https://huggingface.co/spaces/lilacai/lilac).

Original dataset: [https://huggingface.co/datasets/squad_v2](https://huggingface.co/datasets/squad_v2)

Lilac dataset config:
```embeddings:
- {embedding: gte-small, path: context}
name: squad_v2
namespace: local
settings:
preferred_embedding: gte-small
ui:
media_paths:
- context
- question
- [answers, text, '*']
signals:
- path: context
signal: {signal_name: text_statistics}
- path: context
signal: {signal_name: pii}
- path: context
signal: {signal_name: near_dup}
- path: question
signal: {signal_name: spacy_ner}
- path: question
signal: {signal_name: pii}
- path: [answers, text, '*']
signal: {signal_name: pii}
- path: [answers, text, '*']
signal: {signal_name: spacy_ner}
- path: [answers, text, '*']
signal: {signal_name: near_dup}
- path: context
signal: {signal_name: lang_detection}
- path: [answers, text, '*']
signal: {signal_name: lang_detection}
- path: question
signal: {signal_name: near_dup}
- path: question
signal: {signal_name: lang_detection}
- path: [answers, text, '*']
signal: {signal_name: text_statistics}
- path: question
signal: {signal_name: text_statistics}
- path: context
signal: {signal_name: spacy_ner}
- path: context
signal: {concept_name: question, embedding: gte-small, namespace: lilac, signal_name: concept_score}
- path: context
signal: {concept_name: non-english, embedding: gte-small, namespace: lilac, signal_name: concept_score}
- path: context
signal: {concept_name: positive-sentiment, embedding: gte-small, namespace: lilac,
signal_name: concept_score}
- path: context
signal: {concept_name: negative-sentiment, embedding: gte-small, namespace: lilac,
signal_name: concept_score}
- path: context
signal: {concept_name: legal-termination, embedding: gte-small, namespace: lilac,
signal_name: concept_score}
- path: context
signal: {concept_name: source-code, embedding: gte-small, namespace: lilac, signal_name: concept_score}
- path: context
signal: {concept_name: toxicity, embedding: gte-small, namespace: lilac, signal_name: concept_score}
- path: context
signal: {concept_name: profanity, embedding: gte-small, namespace: lilac, signal_name: concept_score}
source: {dataset_name: squad_v2, source_name: huggingface}
tags: [machine-learning]
```

原始信息汇总

数据集概述

原始数据集

• 名称: squad_v2
• 来源: HuggingFace

配置详情

• 名称: squad_v2
• 命名空间: local
• 首选嵌入: gte-small
• 媒体路径:
  • context
  • question
  • [answers, text, *]

信号配置

• 路径: context
  • 信号: text_statistics
  • 信号: pii
  • 信号: near_dup
  • 信号: lang_detection
  • 信号: spacy_ner
  • 概念评分:
    • question
    • non-english
    • positive-sentiment
    • negative-sentiment
    • legal-termination
    • source-code
    • toxicity
    • profanity
• 路径: question
  • 信号: spacy_ner
  • 信号: pii
  • 信号: near_dup
  • 信号: lang_detection
  • 信号: text_statistics
• 路径: [answers, text, *]
  • 信号: pii
  • 信号: spacy_ner
  • 信号: near_dup
  • 信号: lang_detection
  • 信号: text_statistics

来源

• 数据集名称: squad_v2
• 来源名称: huggingface

标签

• [machine-learning]