By Dr Aditya Joshi

Books

Joshi A, 2023, Natural Language Processing, Wiley, India, https://www.wileyindia.com/natural-language-processing-1.html

Book Chapters

Kanojia D; Joshi A, 2023, 'Applications and challenges of SA in real-life scenarios', in Computational Intelligence Applications for Text and Sentiment Data Analysis, pp. 49 - 80, http://dx.doi.org/10.1016/B978-0-32-390535-0.00008-2

Joshi A; Bhattacharyya P; Carman MJ, 2018, 'Conclusion and future work', in Cognitive Systems Monographs, pp. 129 - 135, http://dx.doi.org/10.1007/978-981-10-8396-9_6

Joshi A; Bhattacharyya P; Carman MJ, 2018, 'Investigations in computational sarcasm', in Cognitive Systems Monographs, pp. 137 - 143

Joshi A; Bhattacharyya P; Carman MJ, 2018, 'Sarcasm detection using contextual incongruity', in Cognitive Systems Monographs, pp. 93 - 118, http://dx.doi.org/10.1007/978-981-10-8396-9_4

Joshi A; Bhattacharyya P; Carman MJ, 2018, 'Sarcasm detection using incongruity within target text', in Cognitive Systems Monographs, pp. 59 - 91, http://dx.doi.org/10.1007/978-981-10-8396-9_3

Joshi A; Bhattacharyya P; Carman MJ, 2018, 'Sarcasm generation', in Cognitive Systems Monographs, pp. 119 - 127, http://dx.doi.org/10.1007/978-981-10-8396-9_5

Joshi A; Bhattacharyya P; Carman MJ, 2018, 'Understanding the phenomenon of sarcasm', in Cognitive Systems Monographs, pp. 33 - 57, http://dx.doi.org/10.1007/978-981-10-8396-9_2

Journal articles

Vashist A; Joshi A; Tiwari S; Sharma R; Jain T; Dadheech P, 2025, 'Graph theory based mathematical methods for improved explainable AI', Journal of Interdisciplinary Mathematics, 28, pp. 627 - 636, http://dx.doi.org/10.47974/JIM-2106

Jain T; Joshi A; Keswani A; Kumar A; Dadheech P, 2025, 'Mathematics driven methods with fractional calculus and topological data analysis in image segmentation', Journal of Interdisciplinary Mathematics, 28, pp. 637 - 646, http://dx.doi.org/10.47974/JIM-2107

Joshi A; Dabre R; Kanojia D; Li Z; Zhan H; Haffari G; Dippold D, 2025, 'Natural Language Processing for Dialects of a Language: A Survey', ACM Computing Surveys, 57, http://dx.doi.org/10.1145/3712060

Sparks R; Joshi A; Paris C; Karimi S; MacIntyre CR, 2020, 'Monitoring events with application to syndromic surveillance using social media data', Engineering Reports, 2, http://dx.doi.org/10.1002/eng2.12152

Sparks R; Paris C; Joshi A; Xu C, 2020, 'Comments on the three-zone approach for social media monitoring', Quality Engineering, 32, pp. 1 - 3, http://dx.doi.org/10.1080/08982112.2019.1644522

Ghafari SM; Beheshti A; Joshi A; Paris C; Mahmood A; Yakhchi S; Orgun MA, 2020, 'A Survey on Trust Prediction in Online Social Networks', IEEE Access, 8, pp. 144292 - 144309, http://dx.doi.org/10.1109/ACCESS.2020.3009445

Joshi A; Sparks R; Karimi S; Yan SLJ; Chughtai AA; Paris C; Raina MacIntyre C; MacIntyre R, 2020, 'Automated monitoring of tweets for early detection of the 2014 Ebola epidemic', Plos One, 15, pp. e0230322, http://dx.doi.org/10.1371/journal.pone.0230322

Joshi A; Sparks R; McHugh J; Karimi S; Paris C; MacIntyre CR, 2020, 'Harnessing Tweets for Early Detection of an Acute Disease Event', Epidemiology, 31, pp. 90 - 97, http://dx.doi.org/10.1097/EDE.0000000000001133

Joshi A; Karim S; Sparks R; Paris C; MacIntyre R, 2019, 'Survey of Text-based Epidemic Intelligence: A Computational Linguistic Perspective', ACM Computing Surveys

Joshi A; Karimi S; Sparks R; Paris C; MacIntyre CR, 2019, 'A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics', SIGBIOMED WORKSHOP ON BIOMEDICAL NATURAL LANGUAGE PROCESSING (BIONLP 2019), pp. 135 - 141, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000521946800015&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Joshi A; Bhattacharyya P; Carman MJ, 2018, 'Automatic sarcasm detection: A survey', ACM Computing Surveys, 50, http://dx.doi.org/10.1145/3124420

Joshi A; Bhattacharyya P; Carman MJ, 2018, 'Introduction', Cognitive Systems Monographs, 37, pp. 1 - 31, http://dx.doi.org/10.1007/978-981-10-8396-9_1

Ross JC; Joshi A; Bhattacharyya P, 2016, 'A Framework that Uses the Web for Named Entity Class Identification: Case Study for Indian Classical Music Forums', Computacion Y Sistemas, 20, pp. 505 - 513, http://dx.doi.org/10.13053/CyS-20-3-2464

Conference Papers

Lin J; Joshi A; Paik H-Y; Doung TD; Gurdasani D, 2025, 'RACCOON: A Retrieval-Augmented Generation Approach for Location Coordinate Capture from News Articles', in Companion Proceedings of the ACM on Web Conference 2025, ACM, pp. 1123 - 1127, presented at WWW '25: The ACM Web Conference 2025, http://dx.doi.org/10.1145/3701716.3715501

Srirag D; Sahoo N; Joshi A, 2025, 'Evaluating Dialect Robustness of Language Models via Conversation Understanding', in Coling 2025 Sumeval 2025 2nd Workshop on Scaling Up Multilingual and Multi Cultural Evaluation Proceedings of the Workshop, pp. 24 - 38

Deldari S; Goudarzi M; Joshi A; Shaghaghi A; Finn S; Salim FD; Jha S, 2024, 'AuditNet: A Conversational AI-based Security Assistant', in Mobilehci 2024 Adjunct Proceedings Publication of the 26th International Conference on Mobile Human Computer Interaction, http://dx.doi.org/10.1145/3640471.3680444

Chan FL; Nguyen D; Joshi A, 2024, '“Is Hate Lost in Translation?”: Evaluation of Multilingual LGBTQIA+ Hate Speech Detection', in Alta 2024 Proceedings of the 22nd Annual Workshop of the Australasian Language Technology Association, pp. 146 - 152

Chan FL; Nguyen D; Joshi A, 2024, '“Is Hate Lost in Translation?”: Evaluation of Multilingual LGBTQIA+ Hate Speech Detection', in Proceedings of the Australasian Language Technology Workshop, pp. 146 - 152

Shen Z; Joshi A; Chen RC, 2024, 'BAMBINO-LM: (Bilingual-)Human-Inspired Continual Pre-training of BabyLM', in Cmcl 2024 13th Edition of the Workshop on Cognitive Modeling and Computational Linguistics Proceedings of the Workshop, pp. 1 - 7

Abdalla OW; Joshi A; Masood R; Kanhere SS, 2024, 'Comparison of Multilingual and Bilingual Models for Satirical News Detection of Arabic and English', in Alta 2024 Proceedings of the 22nd Annual Workshop of the Australasian Language Technology Association, pp. 173 - 178

Abdalla OW; Joshi A; Masood R; Kanhere SS, 2024, 'Comparison of Multilingual and Bilingual Models for Satirical News Detection of Arabic and English', in Proceedings of the Australasian Language Technology Workshop, pp. 173 - 178

Joshi A; Singh Y; Pareek V; Sharda I; Jain T, 2024, 'Medical Document Classification using NLP Techniques', in 2024 1st International Conference on Software Systems and Information Technology Ssitcon 2024, http://dx.doi.org/10.1109/SSITCON62437.2024.10795870

Joshi A; Renzella J; Bhattacharyya P; Jha S; Zhang X, 2024, 'Striking a Balance between Classical and Deep Learning Approaches in Natural Language Processing Pedagogy', in Teachnlp 2024 6th Workshop on Teaching Nlp Proceedings of the Workshop, pp. 23 - 32

Garg P; Tyagi S; Joshi A; Pandey A; Panwar D, 2024, 'Supervised Machine Learning Approaches for Customer Reviews Sentiment Analysis', in Lecture Notes in Networks and Systems, pp. 211 - 223, http://dx.doi.org/10.1007/978-981-97-2031-6_19

Ghosh SB; Kumar H; Joshi A; Kumar A; Jain T, 2024, 'Twitter Trolling Detection Using Machine Learning', in Lecture Notes in Networks and Systems, pp. 55 - 65, http://dx.doi.org/10.1007/978-981-97-2031-6_6

Queerinai OO; Ovalle A; Subramonian A; Singh A; Voelcker C; Sutherland DJ; Locatelli D; Breznik E; Klubicka F; Yuan H; Hetvi J; Zhang H; Shriram J; Lehman K; Soldaini L; Sap M; Deisenroth MP; Pacheco ML; Ryskina M; Mundt M; Agarwal M; Mclean N; Xu P; Pranav A; Korpan R; Ray R; Mathew S; Arora S; John S; Anand T; Agrawal V; Agnew W; Long Y; Wang ZJ; Talat Z; Ghosh A; Dennler N; Noseworthy M; Jha S; Baylor E; Joshi A; Bilenko NY; Mcnamara A; Gontijo-Lopes R; Markham A; Dong E; Kay J; Saraswat M; Vytla N; Stark L, 2023, 'Queer In AI: A Case Study in Community-Led Participatory AI', in ACM International Conference Proceeding Series, pp. 1882 - 1895, http://dx.doi.org/10.1145/3593013.3594134

Nguyen D; Naing KMN; Joshi A, 2023, 'Stacking the Odds: Transformer-Based Ensemble for AI-Generated Text Detection', in Proceedings of the Australasian Language Technology Workshop, pp. 173 - 178

Joshi A; Wong CL; De Oliveira DM; Zafari F; Mourao F; Ribas S; Pandey S, 2022, 'Imbalanced Data Sparsity as a Source of Unfair Bias in Collaborative Filtering', in Recsys 2022 Proceedings of the 16th ACM Conference on Recommender Systems, pp. 531 - 533, http://dx.doi.org/10.1145/3523227.3547404

Shekhawat TS; Kumar M; Rathore U; Joshi A; Patro J, 2022, 'IISERB Brains at SemEval-2022 Task 6: A Deep-learning Framework to Identify Intended Sarcasm in English', in Semeval 2022 16th International Workshop on Semantic Evaluation Proceedings of the Workshop, pp. 938 - 944

Kumar A; Joshi A, 2022, 'Striking a Balance: Alleviating Inconsistency in Pre-trained Models for Symmetric Classification Tasks', in Proceedings of the Annual Meeting of the Association for Computational Linguistics, pp. 1887 - 1895, http://dx.doi.org/10.18653/v1/2022.findings-acl.148

Dubey A; Kumar L; Somani A; Joshi A; Bhattacharyya P, 2021, '“When numbers matter!”: Detecting sarcasm in numerical portions of text', in Wassa@naacl Hlt 2019 10th Workshop on Computational Approaches to Subjectivity Sentiment and Social Media Analysis Proceedings, pp. 72 - 80

Ghafari SM; Beheshti A; Joshi A; Paris C; Yakhchi S; Jolfaei A; Orgun MA, 2020, 'A dynamic deep trust prediction approach for online social networks', in ACM International Conference Proceeding Series, pp. 11 - 19, http://dx.doi.org/10.1145/3428690.3429167

Biddle R; Joshi A; Liu S; Paris C; Xu G, 2020, 'Leveraging Sentiment Distributions to Distinguish Figurative from Literal Health Reports on Twitter', in Web Conference 2020 Proceedings of the World Wide Web Conference Www 2020, pp. 1217 - 1227, http://dx.doi.org/10.1145/3366423.3380198

Saha U; Dubey A; Joshi A; Bhattachharyya P, 2020, 'Enhancing neural sentiment analysis with aspect weights', in ACM International Conference Proceeding Series, pp. 332 - 333, http://dx.doi.org/10.1145/3371158.3371211

Sparks R; Joshi A; Paris C; Karimi S, 2020, 'An approach to monitoring time between events when events are frequent', in 13th International Workshop on Intelligent Statistical Quality Control 2019 Iwisqc 2019 Proceedings, pp. 215 - 228

Iyer A; Joshi A; Karimi S; Sparks R; Paris C, 2020, 'Figurative usage detection of symptom words to improve personal health mention detection', in Acl 2019 57th Annual Meeting of the Association for Computational Linguistics Proceedings of the Conference, pp. 1142 - 1147

Sheoran A; Kanojia D; Joshi A; Bhattacharyya P, 2020, 'Recommendation chart of domains for cross-domain sentiment analysis: Findings of A 20 domain study', in Lrec 2020 12th International Conference on Language Resources and Evaluation Conference Proceedings, pp. 4982 - 4990

Ghafari SM; Joshi A; Beheshti A; Paris C; Yakhchi S; Orgun M, 2019, 'DCAT: A Deep Context-Aware Trust Prediction Approach for Online Social Networks', in ACM International Conference Proceeding Series, pp. 20 - 27, http://dx.doi.org/10.1145/3365921.3365940

Dubey A; Joshi A; Bhattacharyya P, 2019, 'Deep models for converting sarcastic utterances into their non sarcastic interpretation', in ACM International Conference Proceeding Series, pp. 289 - 292, http://dx.doi.org/10.1145/3297001.3297043

Joshi A; Karimi S; Sparks R; Paris C; MacIntyre CR, 2019, 'A comparison of word-based and context-based representations for classification problems in health informatics', in BioNLP 2019 - SIGBioMed Workshop on Biomedical Natural Language Processing, Proceedings of the 18th BioNLP Workshop and Shared Task, pp. 135 - 141

Joshi A; Karimi S; Sparks R; Paris C; Macintyre CR, 2019, 'Does Multi-Task Learning Always Help? An Evaluation on Health Informatics Tasks', in Proceedings of the Australasian Language Technology Workshop

Molla D; Joshi A, 2019, 'Overview of the 2019 ALTA Shared Task: Sarcasm Target Identification', in Proceedings of the Australasian Language Technology Workshop

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