Contents
How big is the schema guided dialogue dataset?
The Schema-Guided Dialogue (SGD) dataset consists of over 20k annotated multi-domain, task-oriented conversations between a human and a virtual assistant. These conversations involve interactions with services and APIs spanning 20 domains, ranging from banks and events to media, calendar, travel, and weather.
Which is a new multi-turn, task-oriented dialogue dataset?
A New Multi-Turn, Multi-Domain, Task-Oriented Dialogue Dataset. Task-oriented dialogue focuses on conversational agents that participate in user-initiated dialogues on domain-specific topics. Traditionally, the task-oriented dialogue community has often been hindered by a lack of sufficiently large and diverse datasets for training models
Is the msdialog dataset a QA dataset?
The MSDialog dataset is a labeled dialog dataset of question answering (QA) interactions between information seekers and answer providers from an online forum on Microsoft products ( Microsoft Community ).
Which is the first annotated dialogue based relation extraction dataset?
DialogRE is the first human-annotated dialogue-based relation extraction dataset, containing 1,788 dialogues originating from the complete transcripts of a famous American television situation comedy Friends. We annotate all occurrences of 36 possible relation types that exist between an argument pair in a dialogue.
What are the domains of key dialog datasets?
This is a multi-domain booking dataset, covering 7 domains: Attraction, Hospital, Police, Hotel, Restaurant, Taxi, Train. The dataset was collected using a Wizard-of-Oz setup whereby conversations were conducted between two crowdworkers, a ‘wizard’ and a ‘user’.
Which is the best dataset for answering questions in context?
QuAC, a data set for answering questions in context that contains 14K information-seeking QI dialogues (100K questions in total). Question Answering in Context is a dataset for modeling, understanding, and participating in information-seeking dialogues.
How many dialog datasets are there on Facebook?
There are numerous dialog datasets that assist researchers in building task-oriented and chit-chat dialog agents. In particular, the Facebook Research team has introduced a framework, called ParlAI (pronounced par-lay), where they’ve gathered together 80+ popular dialog datasets.