# SMP2019

**Repository Path**: a2798063/SMP2019

## Basic Information

- **Project Name**: SMP2019
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2019-09-05
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

### SMP2019代码

- 比赛共3个任务：领域分类、意图分类、信息槽填充 

- 下发数据train.json 一共2579条数据

- 数据集划分成了训练集train、验证集（开发集）dev和测试集test。

- 训练集分成5折。标签有两种格式txt和npy

- NPY格式的domain和intent标签用阿拉伯数字表示，slot是IOB格式

- 使用预训练的BERT词向量，768维，句子最大长度（词数）30

- bert-serving-start -model_dir D:/BERT/chinese_L-12_H-768_A-12
  -num_worker=4 -max_seq_len=30 -pooling_strategy=NONE

#### Domain

1. 共29个类别，转换字典 domain2id = { 'app': 0, 'bus': 1, 'joke': 2,
   'story': 3, 'cinemas': 4, 'contacts': 5, 'cookbook': 6, 'email': 7,
   'epg': 8, 'flight': 9, 'health': 10, 'lottery': 11, 'map': 12,
   'match': 13, 'message': 14, 'music': 15, 'news': 16, 'novel': 17,
   'poetry': 18, 'radio': 19, 'riddle': 20, 'stock': 21, 'telephone':
   22, 'train': 23, 'translation': 24, 'tvchannel': 25, 'video': 26,
   'weather': 27, 'website': 28 }

#### Intent

1. 共24个类别，转换字典： intent2id = { 'LAUNCH': 0, 'QUERY': 1, 'ROUTE':
   2, 'SENDCONTACTS': 3, 'SEND': 4, 'REPLY': 5, 'REPLAY_ALL': 6,
   'LOOK_BACK': 7, 'NUMBER_QUERY': 8, 'POSITION': 9, 'PLAY': 10,
   'DEFAULT': 11, 'DIAL': 12, 'TRANSLATION': 13, 'OPEN': 14, 'CREATE':
   15, 'FORWARD': 16, 'VIEW': 17, 'SEARCH': 18, 'RISERATE_QUERY': 19,
   'DOWNLOAD': 20, 'UNKNOWN': 21, 'DATE_QUERY': 22, 'CLOSEPRICE_QUERY':
   23 }


#### Slot Filling

1. 共125个类别，转换字典： {'<PAD>': 0, 'O': 1, 'B-name': 2, 'I-name': 3,
   'B-Src': 4, 'I-Src': 5, 'B-Dest': 6, 'I-Dest': 7, 'B-startLoc_poi':
   8, 'I-startLoc_poi': 9, 'B-endLoc_poi': 10, 'I-endLoc_poi': 11,
   'B-endLoc_city': 12, 'I-endLoc_city': 13, 'B-startLoc_city': 14,
   'I-startLoc_city': 15, 'B-endLoc_province': 16, 'I-endLoc_province':
   17, 'B-endLoc_area': 18, 'I-endLoc_area': 19, 'B-location_poi': 20,
   'I-location_poi': 21, 'B-location_area': 22, 'I-location_area': 23,
   'B-location_city': 24, 'I-location_city': 25, 'B-startDate_date': 26,
   'I-startDate_date': 27, 'B-startLoc_area': 28, 'I-startLoc_area': 29,
   'B-category': 30, 'I-category': 31, 'B-theatre': 32, 'I-theatre': 33,
   'B-film': 34, 'I-film': 35, 'B-datetime_date': 36, 'I-datetime_date':
   37, 'B-receiver': 38, 'I-receiver': 39, 'B-headNum': 40, 'I-headNum':
   41, 'B-content': 42, 'I-content': 43, 'B-teleOperator': 44,
   'I-teleOperator': 45, 'B-ingredient': 46, 'I-ingredient': 47,
   'B-dishName': 48, 'I-dishName': 49, 'B-tvchannel': 50, 'I-tvchannel':
   51, 'B-datetime_time': 52, 'I-datetime_time': 53, 'B-startDate_time':
   54, 'I-startDate_time': 55, 'B-startDate_dateOrig': 56,
   'I-startDate_dateOrig': 57, 'B-keyword': 58, 'I-keyword': 59,
   'B-type': 60, 'I-type': 61, 'B-song': 62, 'I-song': 63, 'B-artist':
   64, 'I-artist': 65, 'B-media': 66, 'I-media': 67, 'B-author': 68,
   'I-author': 69, 'B-dynasty': 70, 'B-queryField': 71, 'I-queryField':
   72, 'B-location_province': 73, 'I-location_province': 74, 'B-code':
   75, 'I-code': 76, 'B-yesterday': 77, 'I-yesterday': 78, 'B-target':
   79, 'I-target': 80, 'B-resolution': 81, 'I-resolution': 82, 'B-area':
   83, 'I-area': 84, 'B-timeDescr': 85, 'I-timeDescr': 86,
   'B-popularity': 87, 'I-popularity': 88, 'B-tag': 89, 'I-tag': 90,
   'B-scoreDescr': 91, 'I-scoreDescr': 92, 'B-date': 93, 'I-date': 94,
   'B-subfocus': 95, 'B-questionWord': 96, 'I-questionWord': 97,
   'B-startLoc_province': 98, 'I-startLoc_province': 99, 'B-relIssue':
   100, 'I-relIssue': 101, 'B-location_country': 102,
   'I-location_country': 103, 'B-episode': 104, 'I-episode': 105,
   'B-artistRole': 106, 'I-artistRole': 107, 'B-utensil': 108,
   'I-utensil': 109, 'I-subfocus': 110, 'B-dishNamet': 111,
   'I-dishNamet': 112, 'B-homeName': 113, 'I-homeName': 114,
   'B-awayName': 115, 'I-awayName': 116, 'B-season': 117, 'I-season':
   118, 'B-decade': 119, 'I-decade': 120, 'B-payment': 121, 'I-payment':
   122, 'B-absIssue': 123, 'I-absIssue': 124}