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arXiv Open Access 2020

MEEP: An Open-Source Platform for Human-Human Dialog Collection and End-to-End Agent Training

Arkady Arkhangorodsky Amittai Axelrod Christopher Chu Scot Fang Yiqi Huang +4 lainnya
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Abstrak

We create a new task-oriented dialog platform (MEEP) where agents are given considerable freedom in terms of utterances and API calls, but are constrained to work within a push-button environment. We include facilities for collecting human-human dialog corpora, and for training automatic agents in an end-to-end fashion. We demonstrate MEEP with a dialog assistant that lets users specify trip destinations.

Topik & Kata Kunci

cs.CL

Penulis (9)

A

Arkady Arkhangorodsky

A

Amittai Axelrod

C

Christopher Chu

S

Scot Fang

Y

Yiqi Huang

A

Ajay Nagesh

X

Xing Shi

B

Boliang Zhang

K

Kevin Knight

Format Sitasi

APA MLA BibTeX
Arkhangorodsky, A., Axelrod, A., Chu, C., Fang, S., Huang, Y., Nagesh, A. et al. (2020). MEEP: An Open-Source Platform for Human-Human Dialog Collection and End-to-End Agent Training. https://arxiv.org/abs/2010.04747

Akses Cepat

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Informasi Jurnal
Tahun Terbit
2020
Bahasa
en
Sumber Database
arXiv
Akses
Open Access ✓