الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Question Answering On Cnn Daily Mail

المقاييس

CNN

Daily Mail

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	CNN	Daily Mail	Paper Title	Repository
Impatient Reader	63.8	68.0	Teaching Machines to Read and Comprehend
Classifier	67.9	68.3	A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task
GA Reader	77.9	80.9	Gated-Attention Readers for Text Comprehension
AoA Reader	74.4	-	Attention-over-Attention Neural Networks for Reading Comprehension
Attentive + relabling + ensemble	77.6	79.2	A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task
AIA	76.1	-	Iterative Alternating Neural Attention for Machine Reading
AS Reader (ensemble model)	75.4	77.7	Text Understanding with the Attention Sum Reader Network
AS Reader (single model)	69.5	73.9	Text Understanding with the Attention Sum Reader Network
EpiReader	74	-	Natural Language Comprehension with the EpiReader	-
GA+MAGE (32)	78.6	-	Linguistic Knowledge as Memory for Recurrent Neural Networks	-
Attentive Reader	63	69	Teaching Machines to Read and Comprehend
AttentiveReader + bilinear attention	72.4	75.8	A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task
MemNNs (ensemble)	69.4	-	Teaching Machines to Read and Comprehend
ReasoNet	74.7	76.6	ReasoNet: Learning to Stop Reading in Machine Comprehension	-
BiDAF	76.9	79.6	Bidirectional Attention Flow for Machine Comprehension
Dynamic Entity Repres. + w2v	72.9	-	-	-

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Question Answering On Cnn Daily Mail | SOTA | HyperAI