Question Dialogs Dataset

 
LINDAT / CLARIAH-CZ
  Authors
Vodolán, Miroslav and Jurčíček, Filip
  Item identifier
http://hdl.handle.net/11234/1-1670
 Date issued
2016
 Type
lexicalConceptualResource, text
 Size
1900 items, 8533 turns
 Language(s)
English
 Description
Dataset collected from natural dialogs which enables to test the ability of dialog systems to interactively learn new facts from user utterances throughout the dialog. The dataset, consisting of 1900 dialogs, allows simulation of an interactive gaining of denotations and questions explanations from users which can be used for the interactive learning.
 Publisher
Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
 Acknowledgement

Ministerstvo školství, mládeže a tělovýchovy České republiky

Project code: LK11221

Project name: Vývoj metod pro návrh statistických mluvených dialogových systémů

 

Univerzita Karlova v Praze (mimo GAUK)

Project code: SVV 260 224

Project name: Specifický vysokoškolský výzkum

 

Grantová agentura Univerzity Karlovy v Praze

Project code: GAUK 1170516

Project name: Řízení dialogu v otevřených doménách s využitím znalostních grafů

 Subject(s)
question dialogs interactive learning
 Collection(s)
LINDAT / CLARIAH-CZ Data & Tools
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Icon
Name
question_dialogs-train.json
Size
1.71 MB
Format
Unknown
Description
Training part of the dataset.
MD5
d9c811d3a4067337ba1d1952f375fa83
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Name
question_dialogs-dev.json
Size
515.51 KB
Format
Unknown
Description
Development part of the dataset.
MD5
0540cbed16c80de5a72957fad5d46e53
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Name
question_dialogs-test.json
Size
1.22 MB
Format
Unknown
Description
Test part of the dataset.
MD5
9356c5058bc890e49b580f0c69f4c1e7
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Name
README.txt
Size
11.33 KB
Format
Text file
Description
Readme describing the dataset.
MD5
99f1ec5f83c43eece65d5ae7e2367665
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 File Preview   
==========================
 QUESTION DIALOGS DATASET
==========================
For more details see the paper:
    "Data Collection for Interactive Learning through the Dialog", 2016,
        Vodolán Miroslav, Filip Jurčíček,  
        http://arxiv.org/abs/1603.09631


The dataset consists of standard data split into training, development and test files:
    1) question_dialogs-train.json
    2) question_dialogs-dev.json
    3) question_dialogs-test.json

Dataset files contain one dialog per line. The dialogs are stored in json format. 

Three python scripts are released with the dataset:
    a) interactive_learning_evaluator.py - Evaluates given model in interactive manner on dialogs simmulated from conversations in dataset.
    b) interactive_model_base.py - Base class which simplifies developement of interactive models by providing standard routines for communication with interactive_learning_evaluator.py simulator.
    c) simple_interactive_model.py - Simple imp . . .
Icon
Name
interactive_model_base.py
Size
3.95 KB
Format
Unknown
Description
Base class for interactive model development.
MD5
2d6b66a79ed16ba7df43049af6996ea1
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Name
simple_interactive_model.py
Size
3 KB
Format
Unknown
Description
Simple implementation of interactive model.
MD5
fcf070af58c18b8fb78bf2b7172540a8
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Name
interactive_learning_evaluator.py
Size
19.71 KB
Format
Unknown
Description
Script for evaluation of interactive models.
MD5
54dba2acbee67b4b785bf1892624c5a7
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