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Title: :  CONTEXTUAL AI ASSISTANT USING TRANSFORMERS AND NLP
PaperId: :  18922
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 6 2022
DUI:    16.0415/IJARIIE-18922
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Anant Kumar GuptaJSS Academy of Technical Education, Noida
Aaroosh AgarwalJSS Academy of Technical Education, Noida
Abhishek SharmaJSS Academy of Technical Education, Noida
Anshul TyagiJSS Academy of Technical Education, Noida
Arpita GroverJSS Academy of Technical Education, Noida

Abstract

Computer Science and Technology
Natural language processing · Intelligent agents · Transformers
Building proper answering of the questions that can communicate naturally with humans is a difficult and interesting problem in real world. Rapid advancement in this field is typically constrained by the persistent issue of lack of data. As a result of the expectation that these systems will learn grammar, reasoning, decision-making, and syntax from insufficiently large task-specific datasets. Pre-trained language models, recently presented have the potential to fill the data gap and generate contextualized word embeddings with great benefits. Considered the NLP version of ImageNet, these models have been shown to capture different aspects of language, including hierarchical relationships, long-term dependencies, and emotions. Recent developments in the field of pretrained language models are discussed. We also consider how to use the strengths of these language models to design more engaging and eloquent conversational agents. As a result, the purpose of this work is to explore whether these pre-trained models can address the issues that responding systems face as well as how their architecture can do so.

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IJARIIE Anant Kumar Gupta, Aaroosh Agarwal, Abhishek Sharma, Anshul Tyagi, and Arpita Grover. "CONTEXTUAL AI ASSISTANT USING TRANSFORMERS AND NLP" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 6 2022 Page 2236-2241
MLA Anant Kumar Gupta, Aaroosh Agarwal, Abhishek Sharma, Anshul Tyagi, and Arpita Grover. "CONTEXTUAL AI ASSISTANT USING TRANSFORMERS AND NLP." International Journal Of Advance Research And Innovative Ideas In Education 8.6(2022) : 2236-2241.
APA Anant Kumar Gupta, Aaroosh Agarwal, Abhishek Sharma, Anshul Tyagi, & Arpita Grover. (2022). CONTEXTUAL AI ASSISTANT USING TRANSFORMERS AND NLP. International Journal Of Advance Research And Innovative Ideas In Education, 8(6), 2236-2241.
Chicago Anant Kumar Gupta, Aaroosh Agarwal, Abhishek Sharma, Anshul Tyagi, and Arpita Grover. "CONTEXTUAL AI ASSISTANT USING TRANSFORMERS AND NLP." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 6 (2022) : 2236-2241.
Oxford Anant Kumar Gupta, Aaroosh Agarwal, Abhishek Sharma, Anshul Tyagi, and Arpita Grover. 'CONTEXTUAL AI ASSISTANT USING TRANSFORMERS AND NLP', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 6, 2022, p. 2236-2241. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/CONTEXTUAL_AI_ASSISTANT_USING_TRANSFORMERS_AND_NLP_ijariie18922.pdf (Accessed : 12 February 2024).
Harvard Anant Kumar Gupta, Aaroosh Agarwal, Abhishek Sharma, Anshul Tyagi, and Arpita Grover. (2022) 'CONTEXTUAL AI ASSISTANT USING TRANSFORMERS AND NLP', International Journal Of Advance Research And Innovative Ideas In Education, 8(6), pp. 2236-2241IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/CONTEXTUAL_AI_ASSISTANT_USING_TRANSFORMERS_AND_NLP_ijariie18922.pdf (Accessed : 12 February 2024)
IEEE Anant Kumar Gupta, Aaroosh Agarwal, Abhishek Sharma, Anshul Tyagi, and Arpita Grover, "CONTEXTUAL AI ASSISTANT USING TRANSFORMERS AND NLP," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 6, pp. 2236-2241, Nov-Dec 2022. [Online]. Available: http://ijariie.com/AdminUploadPdf/CONTEXTUAL_AI_ASSISTANT_USING_TRANSFORMERS_AND_NLP_ijariie18922.pdf [Accessed : 12 February 2024].
Turabian Anant Kumar Gupta, Aaroosh Agarwal, Abhishek Sharma, Anshul Tyagi, and Arpita Grover. "CONTEXTUAL AI ASSISTANT USING TRANSFORMERS AND NLP." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 6 (12 February 2024).
Vancouver Anant Kumar Gupta, Aaroosh Agarwal, Abhishek Sharma, Anshul Tyagi, and Arpita Grover. CONTEXTUAL AI ASSISTANT USING TRANSFORMERS AND NLP. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 12 February 2024]; 8(6) : 2236-2241. Available from: http://ijariie.com/AdminUploadPdf/CONTEXTUAL_AI_ASSISTANT_USING_TRANSFORMERS_AND_NLP_ijariie18922.pdf
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