Lost in Conversation: A Conversational Agent Based on the Transformer and Transfer Learning

By Sergey Golovanov, Alexander Tselousov, Rauf Kurbanov, Sergey I. Nikolenko. 2019

13 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Large Language Models, Natural Language Processing

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Jason Aaron Edward Weston
2. Kurt Shuster
3. Eric Michael Smith
4. Y-Lan Boureau
5. Arthur Szlam
6. Jing Xu
7. Emily Dinan
8. Stephen Roller

In Large Language Models

1. Jason Aaron Edward Weston
2. Y-Lan Boureau
3. Kurt Shuster
4. Arthur Szlam
5. Stephen Roller
6. Mojtaba Komeili
7. Da Ju
8. Jing Xu

In Natural Language Processing

1. Jason Aaron Edward Weston
2. Kurt Shuster
3. Y-Lan Boureau
4. Eric Michael Smith
5. Arthur Szlam
6. Jing Xu
7. Emily Dinan
8. Da Ju

Citations in the corpus

• BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage (2022, background): “(at the time) pre-trained transformers being used by the top two winning teams (Wolf et al., 2019; Golovanov et al., 2020; Dinan et al., 2020c).”
• The Pushshift Reddit Dataset (2020, background): “2019; Halder, Kan, and Sugiyama 2019; Hessel, Lee, and Mimno 2017), intelligent conversational systems (Ahmadvand et al. 2019; Golovanov et al. 2020; Jonell et al. 2019), automatic summarization (Völske et al.”