Making neural machine reading comprehension faster (Record no. 6508)

MARC details
000 -LEADER
fixed length control field 01062nam a22001937a 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220107122851.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190620b xxu||||| |||| 00| 0 eng d
040 ## - CATALOGING SOURCE
Transcribing agency IIITMK
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Debajyoti Chatterjee (91617007)
9 (RLIN) 15903
245 ## - TITLE STATEMENT
Title Making neural machine reading comprehension faster
300 ## - PHYSICAL DESCRIPTION
Extent MSC MI 2017-2019
500 ## - GENERAL NOTE
General note This study aims at solving the Machine Reading Comprehension problem<br/>where questions have to be answered given a context passage. The challenge is<br/>to develop a computationally faster model which will have improved inference<br/>time. State of the art in many natural language understanding tasks, BERT<br/>model, has been used and knowledge distillation method has been applied to<br/>train two smaller models. The developed models are compared with other<br/>models which have been developed with the same intention.
502 ## - DISSERTATION NOTE
Degree type MSC MI
Name of granting institution 2017-2019
Year degree granted INT
-- Dr Asharaf S
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element MACHINE READING COMPREHENSION
9 (RLIN) 15904
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element BERT MODEL
9 (RLIN) 15905
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element NATURAL LANGUAGE PROCESSING
9 (RLIN) 15906
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Total Checkouts Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Non Fiction IIITM-K Kerala University of Digital Sciences, Innovation and Technology Knowledge Centre   20/06/2019   R-1512 20/06/2019 20/06/2019 Project Reports