Dialogue Response Generation

Dialogue Response Generation is a natural language generation task that specifically involves producing contextually appropriate and coherent utterances in response to preceding dialogue inputs within an interactive conversation.

838

Publications

51K

Citations

2.1K

Authors

442

Institutions

Publications per year

2017–2026

677

Parents

Natural Language Generation

Publications

838

Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models

Iulian Vlad Serban, Alessandro Sordoni, Yoshua Bengio et al. · 2016 · 1.7K citations

Computing, Computer Science, Computational Linguistics +16

Deep Reinforcement Learning for Dialogue Generation

Jiwei Li, Will Monroe, Alan Ritter et al. · 2016 · 1.1K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation

Yizhe Zhang, Siqi Sun, Michel Galley et al. · 2020 · 1.1K citations · Full text

Computing, Computer Science, Linguistics +12

How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation

Chia‐Wei Liu, Ryan Lowe, Iulian Vlad Serban et al. · 2016 · 916 citations · Full text

Computing, Computer Science, Computational Linguistics +16

A Neural Network Approach to Context-Sensitive Generation of Conversational Responses

Alessandro Sordoni, Michel Galley, Michael Auli et al. · 2015 · 811 citations · Full text

Computing, Computer Science, Computational Linguistics +16

1–5 of 838

Authors

2.1K

JG
Jianfeng Gao
Microsoft (United States), United States
29 publications · 5.7K citations
24
h-index
MG
Michel Galley
Microsoft (United States), United States
21 publications · 5.2K citations
20
h-index
BD
Bill Dolan
Microsoft (United States), United States
18 publications · 3.6K citations
18
h-index
CB
Chris Brockett
Microsoft (United States), United States
19 publications · 3.6K citations
18
h-index
MH
Minlie Huang
Tsinghua University, China
18 publications · 1.5K citations
17
h-index

1–5 of 2.1K

Institutions

442

1–8 of 442

Venues

arXiv (Cornell University)
Repository · 171 publications · 9.6K citations
49
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 56 publications · 4.3K citations
30
h-index
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
Conference · 12 publications · 403 citations
12
h-index
IEEE Access
7 publications · 148 citations
10
h-index
IEEE/ACM Transactions on Audio Speech and Language Processing
TASLP · 8 publications · 181 citations
8
h-index

1–5