SEQ2SEQ++: a multitasking-based seq2seq model to generate meaningful and relevant answers

QR Code

SEQ2SEQ++: a multitasking-based seq2seq model to generate meaningful and relevant answers

Question-answering chatbots have tremendous potential to complement humans in various fields. They are implemented using either rule-based or machine learning-based systems. Unlike the former, machine learning-based chatbots are more scalable. Sequence-to-sequence (Seq2Seq) learning is one of the mo...

Full description

Bibliographic Details
Main Authors:	Palasundram, Kulothunkan, Mohd Sharef, Nurfadhlina, Kasmiran, Khairul Azhar, Azman, Azreen
Format:	Article
Language:	English
Published:	Institute of Electrical and Electronics Engineers 2021
Online Access:	http://psasir.upm.edu.my/id/eprint/95045/ http://psasir.upm.edu.my/id/eprint/95045/1/SEQ2SEQ%2B%2B%20a%20multitasking-based%20seq2seq%20model%20to%20generate%20meaningful%20and%20relevant%20answers.pdf

Similar Items

RNA-seq and ChIP-seq as complementary approaches for comprehension of plant transcriptional regulatory mechanism
by: Muhammad, Isiaka Ibrahim, et al.
Published: (2020)

Fast processing RNA-Seq on multicore processor
by: Lee, Jia Bin, et al.
Published: (2021)

RNA-seq analysis in plant–fungus interactions
by: Ling, Ho Chai, et al.
Published: (2017)

De novo assembly and analysis of RNA-seq data
by: Robertson, G., et al.
Published: (2010)

Optimization of illumina TruSeq Targeted RNA expression (TREx) library quality
by: Abu, Nadiah, et al.
Published: (2018)

Enhancements to the sequence-to-sequence-based natural answer generation models
by: Palasundram, Kulothunkan, et al.
Published: (2020)

APPLICATION OF NANOPORE DATA TO THE PIMMS (Pragmatic Insertional Mutation Mapping System) SEQ PIPELINE.
by: Carlile, Matthew
Published: (2023)

Transcriptome profiling of omental adipose tissues in human obesity by rna-seq / Ng Hien Fuh
by: Ng , Hien Fuh
Published: (2015)

RAD-Seq derived markers flank the shell colour and banding loci of the Cepaea nemoralis supergene
by: Richards, Paul M., et al.
Published: (2013)

RNA-Seq in 296 phased trios provides a high-resolution map of genomic imprinting
by: Jadhav, B., et al.
Published: (2019)

Microbiota of a UASB Reactor Treating Palm Oil Mill Effluent Using HiSeq Sequencing
by: Mohamad Mokhtar, Ibrahim, et al.
Published: (2021)

Using a butterflyfish genome as a general tool for RAD-Seq studies in specialized reef fish
by: Di Battista, Joseph, et al.
Published: (2017)

Reducing the number of artifactual repeats in de novo assembly of RNA-Seq data by optimizing the assembly pipeline
by: Lee, Wei Kang, et al.
Published: (2017)

Verification of sequences derived from de novo assembly of mRNA Seq. data of Gracilaria changii
by: Mohd Zainuddin, Nur Aﬁza
Published: (2015)

Transcriptomic analysis of ganoderma-infected oil palms via RNA-seq technology and real-time PCR
by: Mohd Zuhar, Liyana
Published: (2017)

Fine mapping of the pond snail left-right asymmetry (chirality) locus using RAD-Seq and fibre-FISH
by: Liu, Mengning Maureen, et al.
Published: (2013)

CodingQuarry: Highly accurate hidden Markov model gene prediction in fungal genomes using RNA-seq transcripts
by: Testa, Alison, et al.
Published: (2015)

Identification of oil palm root-specific genes through mining of RNA-Seq data and RT-qPCR analysis
by: Subhi, Siti Masura, et al.
Published: (2021)

Transcriptomics-based analysis using RNA-Seq of the coconut (Cocos nucifera) leaf in response to yellow decline phytoplasma infection
by: Nejat, Naghmeh, et al.
Published: (2015)

MobiSeq: De novo SNP discovery in model and non-model species through sequencing the flanking region of transposable elements
by: Rey-Iglesia, A., et al.
Published: (2019)

High-resolution mapping of in vivo genomic transcription factor binding sites using in situ DNase I footprinting and ChIP-seq
by: Chumsakul, Onuma, et al.
Published: (2013)

A consensus approach to vertebrate de novo transcriptome assembly from RNA-seq data: assembly of the duck (Anas platyrhynchos) transcriptome
by: Moreton, Joanna, et al.
Published: (2014)

RNA sequencing (RNA-Seq) of lymph node, spleen, and thymus transcriptome from wild Peninsular Malaysian cynomolgus macaque (Macaca fascicularis)
by: Uli, Joey Ee, et al.
Published: (2017)

RNA-seq data of Ganoderma boninense at axenic culture condition and under in planta pathogen-oil palm (Elaeis guineensis Jacq.) interaction
by: Wong, Mui Yun, et al.
Published: (2019)

Red hybrid tilapia (Oreochromis sp.) hindgut RNA-seq data after oral vaccination with a feed-based bivalent vaccine
by: Mohd Ali, Nur Shidaa, et al.
Published: (2024)

Functional annotation and transcript expression analysis of RNA-Seq data (via NGS) from white kelampayan (Neolamarckia cadamba) using bioinformatics approach
by: Lim, Leong Rui
Published: (2015)

RNA-Seq and validation analysis on the important genes involved in early responses to salinity stress of Malaysian rice seedlings (Oryza sativa ssp. Indica)
by: Juri, Nor Mustaiqazah, et al.
Published: (2019)

Identification of oil palm’s consistently upregulated genes during early infections of Ganoderma boninense via RNA-Seq technology and real-time quantitative PCR
by: Mohd Zuhar, Liyana, et al.
Published: (2021)

Sundaland’s east–west rain forest population structure : variable manifestations in four polytypic bird species examined using RAD-Seq and plumage analyses
by: Haw, Chuan Lim, et al.
Published: (2017)

Flavonoid pathway gene discoveries in Boesenbergia rotunda through RNA-SEQ transcriptome profiling of cell suspension cultures in response to phenylalanine / Noor Diyana Md Mustafa
by: Noor Diyana , Md Mustafa
Published: (2017)

Transcriptomic responses of mixed cultures of ascomycete fungi to lignocellulose using dual RNA-seq reveal inter-species antagonism and limited beneficial effects on CAZyme expression
by: Daly, Paul, et al.
Published: (2017)

RNA-seq reveals the RNA binding proteins, Hfq and RsmA, play various roles in virulence, antibiotic production and genomic flux in Serratia sp. ATCC 39006.
by: Wilf, N., et al.
Published: (2013)

Auxiliary-based extension of multi-tasking sequence-to-sequence model for chatbot answers
by: Palasundram, Kulothunkan
Published: (2021)

Sequence to sequence model performance for education chatbot
by: Palasundram, Kulothunkan, et al.
Published: (2019)

A computational method to answer semantic questions with constraints
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2013)

Multitasking learning model based on hierarchical attention network for Arabic sentiment analysis classification
by: Alali, Muath, et al.
Published: (2021)

Semantic Relatedness Measure for Identifying Relevant Answers in Online Community Question Answering Services
by: Lee, Jun Choi, et al.
Published: (2015)

Issues and challenges in semantic question answering through natural language interface.
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2013)

Examining text categorization methods for incidents analysis
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2012)

Linguistic-based SPARQL translation model for semantic question answering system
by: Sofian, Hazrina, et al.
Published: (2018)