By Dr Aditya Joshi

Books

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

Joshi A; Bhattacharyya P; Carman MJ, 2018, Investigations in Computational Sarcasm, SPRINGER-VERLAG BERLIN, http://dx.doi.org/10.1007/978-981-10-8396-9

Book Chapters

Srirag D; Cen X; Masood R; Joshi A, 2026, 'A Taxonomy-Driven Case Study of Australian Web Resources Against Technology-Facilitated Abuse', in Lecture Notes in Computer Science, Springer Nature Singapore, pp. 474 - 493, http://dx.doi.org/10.1007/978-981-92-3015-0_22

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

Joshi A; Bhattacharyya P; Carman MJ, 2018, 'Investigations in Computational Sarcasm Conclusion and Future Work', in INVESTIGATIONS IN COMPUTATIONAL SARCASM, SPRINGER-VERLAG BERLIN, 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 Introduction', in INVESTIGATIONS IN COMPUTATIONAL SARCASM, SPRINGER-VERLAG BERLIN, pp. 1 - 31, http://dx.doi.org/10.1007/978-981-10-8396-9_1

Journal articles

Nguyen D; Yin D; Joshi A; Salim F, 2026, 'Spectraformer: A Unified Random Feature Framework for Transformer', ACM Transactions on Intelligent Systems and Technology, 17, http://dx.doi.org/10.1145/3768161

Singh A; Joshi A; Jiang J; Paik HY, 2025, 'A survey of classification tasks and approaches for legal contracts', Artificial Intelligence Review, 58, http://dx.doi.org/10.1007/s10462-025-11359-8

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

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

Dilsiz DK; Srirag D; Joshi A, 2026, 'Far Out: Evaluating Language Models on Slang in Australian and Indian English', in Vardial 2026 13th Workshop on Nlp for Similar Languages Varieties and Dialects Proceedings of the Workshop, pp. 18 - 31, http://dx.doi.org/10.18653/v1/2026.vardial-1.2

Koushik GA; Treharne H; Joshi A; Kanojia D, 2026, 'TRACE: Textual Relevance Augmentation and Contextual Encoding for Multimodal Hate Detection', in Proceedings of the Aaai Conference on Artificial Intelligence, pp. 38763 - 38771, http://dx.doi.org/10.1609/aaai.v40i45.41220

Zhang S; Azizi S; Joshi A; Batista G; Habibi Gharakheili H, 2025, 'Towards Behavior Grammar-Driven IoT Network Traffic Generation using MUD Specifications', in Cpsiotsec 2025 Proceedings of the 7th Joint Workshop on Cps and Iot Security and Privacy Part of ACM Ccs 2025, pp. 98 - 104, http://dx.doi.org/10.1145/3733801.3764203

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

Srirag D; Joshi A; Painter J; Kanojia D, 2025, 'BESSTIE: A Benchmark for Sentiment and Sarcasm Classification for Varieties of English', in Proceedings of the Annual Meeting of the Association for Computational Linguistics, pp. 8413 - 8429, http://dx.doi.org/10.18653/v1/2025.findings-acl.441

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

Srirag D; Joshi A; Eisenstein J, 2025, 'Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models', in Proceedings of the 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics Human Language Technologies Long Papers Naacl Hlt 2025, pp. 8 - 17, http://dx.doi.org/10.18653/v1/2025.naacl-short.2

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, http://dx.doi.org/10.18653/v1/2022.semeval-1.131

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

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