Statements (54)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:language
|
| gptkbp:application |
chatbots
|
| gptkbp:architecture |
gptkb:Transformers
|
| gptkbp:available_on |
gptkb:Hugging_Face_Model_Hub
|
| gptkbp:based_on |
gptkb:GPT-2
|
| gptkbp:can_be_used_for |
language translation
question answering sentiment analysis text summarization text completion story generation |
| gptkbp:can_create |
human-like responses
|
| gptkbp:designed_for |
conversational AI
|
| gptkbp:developed_by |
gptkb:Microsoft
|
| gptkbp:evaluates |
BLEU score
|
| gptkbp:features |
fine-tuning
|
| gptkbp:has_applications_in |
gptkb:education
gptkb:entertainment gptkb:customer_support gaming virtual assistants |
| gptkbp:has_limitations |
factual accuracy
repetitiveness bias in responses context length |
| https://www.w3.org/2000/01/rdf-schema#label |
Dialo GPT
|
| gptkbp:improves |
previous models
|
| gptkbp:influenced_by |
human feedback
|
| gptkbp:is_compared_to |
Facebook's Blender Bot
Google's Meena Open AI's Chat GPT |
| gptkbp:is_evaluated_by |
user satisfaction
engagement metrics response relevance |
| gptkbp:is_part_of |
AI research community
|
| gptkbp:is_trained_in |
books and articles
social media interactions movie scripts large text corpora dialogue transcripts |
| gptkbp:is_used_in |
research projects
commercial products |
| gptkbp:language |
English
|
| gptkbp:predecessor |
gptkb:GPT-2
|
| gptkbp:provides_information_on |
conversational datasets
|
| gptkbp:released_in |
gptkb:2020
|
| gptkbp:requires |
large computational resources
|
| gptkbp:successor |
Dialo GPT-2
|
| gptkbp:supports |
multi-turn dialogue
|
| gptkbp:type |
open-source model
|
| gptkbp:uses |
deep learning
unsupervised learning |
| gptkbp:bfsParent |
gptkb:Yiming_Zhang
|
| gptkbp:bfsLayer |
7
|