BiDAF

GPTKB entity

Statements (31)
Predicate Object
gptkbp:instanceOf machine reading comprehension model
gptkbp:architecture bidirectional attention
context-to-query attention
query-to-context attention
gptkbp:author gptkb:Ali_Farhadi
Hannaneh Hajishirzi
Aniruddha Kembhavi
Minjoon Seo
gptkbp:citation gptkb:ICLR
2017
Bidirectional Attention Flow for Machine Comprehension
gptkbp:developedBy gptkb:Allen_Institute_for_Artificial_Intelligence
gptkbp:evaluatedOn gptkb:SQuAD
gptkbp:fullName Bidirectional Attention Flow
https://www.w3.org/2000/01/rdf-schema#label BiDAF
gptkbp:influenced BERT-based QA models
QANet
gptkbp:input gptkb:quest
context passage
gptkbp:introducedIn 2016
gptkbp:language English
gptkbp:memiliki_tugas question answering
gptkbp:openSource yes
gptkbp:output answer span
gptkbp:publishedIn ICLR 2017
gptkbp:repository https://github.com/allenai/bi-att-flow
gptkbp:uses gptkb:LSTM
word embeddings
character embeddings
gptkbp:bfsParent gptkb:TriviaQA
gptkbp:bfsLayer 7