By Dr Aditya Joshi

Preprints

Painter J; Srirag D; Kappiyath A; Kanojia D; Joshi A; Yin L, 2026, DiaLLM: An Investigation into the Robustness-Generation Gap in English Dialect Adaptation, http://dx.doi.org/10.48550/arxiv.2607.07669

Liyanarachchi R; Tran F; Hasan MM; Joshi A; Meijering E, 2026, A Hybrid Framework for Song Lyric Annotation Based on Human-LLM Alignment, https://arxiv.org/abs/2606.29273v1

Liu DY; Muston X; Srirag D; Joshi A; Sequoiah-Grayson S, 2026, Retell, Reward, Repeat: Reinforcement Learning for Narrative Theory-Informed Story Retelling, http://dx.doi.org/10.48550/arxiv.2601.17226

Singh A; Joshi A; Jiang J; Paik H-Y; Cheong MF, 2026, LAUKIN: A Multi-jurisdictional Common Law Contract Dataset, http://dx.doi.org/10.48550/arxiv.2606.13184

Liyanarachchi R; Mackay R; Short A; Joshi A; Meijering E, 2026, Paediatric-HGNN: A Hybrid Heterogeneous Graph Neural Network for Detecting Disfluency in Children's Speech via Multiscale Acoustic Fusion, https://arxiv.org/abs/2606.08210v1

Bodhankar A; Joshi A; Doan BG; Marchant T; Leslie O; Salim F, 2026, Didact: A Cross-Domain Capability Discovery System for Defence, http://dx.doi.org/10.48550/arxiv.2606.06942

Markasserithodi R; Joshi A; Li Y; Singh I; Yoo C; Niu A, 2026, CHASE: Adversarial Red-Blue Teaming for Improving LLM Safety using Reinforcement Learning, https://arxiv.org/abs/2606.05523v1

Doan BG; Joshi A; Elinas P; Bodhankar A; Leslie O; Marchant T; Salim F, 2026, A Benchmark Construction and Evaluation Framework for Specialist Domains: Case Study on Defense-related Documents, http://dx.doi.org/10.48550/arxiv.2604.17943

Jin S; Srirag D; Joshi A, 2026, PAREDA: A Multi-Accent Speech Dataset of Natural Language Processing Research Discussions, http://dx.doi.org/10.48550/arxiv.2605.17860

Dilsiz DK; Srirag D; Joshi A, 2026, Far Out: Evaluating Language Models on Slang in Australian and Indian English, http://dx.doi.org/10.48550/arxiv.2602.15373

Shetty A; Joshi A; Kanhere SS, 2026, In Vino Veritas and Vulnerabilities: Examining LLM Safety via Drunk Language Inducement, http://dx.doi.org/10.48550/arxiv.2601.22169

Kong L; Joshi A; Karimi S, 2025, CAIRNS: Balancing Readability and Scientific Accuracy in Climate Adaptation Question Answering, https://arxiv.org/abs/2512.02251v1

Singh I; Srirag D; Joshi A, 2025, Nek Minit: Harnessing Pragmatic Metacognitive Prompting for Explainable Sarcasm Detection of Australian and Indian English, http://dx.doi.org/10.48550/arxiv.2505.15095

Gupta S; Singh S; Joshi A; Kim M, 2025, LangLingual: A Personalised, Exercise-oriented English Language Learning Tool Leveraging Large Language Models, https://arxiv.org/abs/2510.23011v1

Nguyen D; Yin D; Joshi A; Salim F, 2025, Spectraformer: A Unified Random Feature Framework for Transformer, http://dx.doi.org/10.48550/arxiv.2405.15310

Wyatt C; Joshi A; Salim F, 2025, What am I missing here?: Evaluating Large Language Models for Masked Sentence Prediction, https://arxiv.org/abs/2508.07702v1

Singh A; Joshi A; Jiang J; Paik H-Y, 2025, A Survey of Classification Tasks and Approaches for Legal Contracts, http://dx.doi.org/10.48550/arxiv.2507.21108

Srirag D; Joshi A; Painter J; Kanojia D, 2025, BESSTIE: A Benchmark for Sentiment and Sarcasm Classification for Varieties of English, http://dx.doi.org/10.48550/arxiv.2412.04726

Liyanarachchi R; Joshi A; Meijering E, 2025, A Survey on Multimodal Music Emotion Recognition, https://arxiv.org/abs/2504.18799v1

Srirag D; Joshi A; Eisenstein J, 2025, Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models, http://dx.doi.org/10.48550/arxiv.2409.00358

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, http://dx.doi.org/10.48550/arxiv.2501.11440

Srirag D; Sahoo NR; Joshi A, 2024, Evaluating Dialect Robustness of Language Models via Conversation Understanding, http://dx.doi.org/10.48550/arxiv.2405.05688

Abdalla OW; Joshi A; Masood R; Kanhere SS, 2024, Comparison of Multilingual and Bilingual Models for Satirical News Detection of Arabic and English, http://dx.doi.org/10.48550/arxiv.2411.10730

Srirag D; Painter J; Joshi A; Kanojia D, 2024, Experiences from Creating a Benchmark for Sentiment Classification for Varieties of English, http://dx.doi.org/10.48550/arxiv.2410.11216

Chan FL; Nguyen D; Joshi A, 2024, "Is Hate Lost in Translation?": Evaluation of Multilingual LGBTQIA+ Hate Speech Detection, https://arxiv.org/abs/2410.11230v2

Joshi A; Kanojia D; Lent H; Kaing H; Song H, 2024, Connecting Ideas in 'Lower-Resource' Scenarios: NLP for National Varieties, Creoles and Other Low-resource Scenarios, https://arxiv.org/abs/2409.12683v1

Deldari S; Goudarzi M; Joshi A; Shaghaghi A; Finn S; Salim FD; Jha S, 2024, AuditNet: A Conversational AI-based Security Assistant [DEMO], http://dx.doi.org/10.48550/arxiv.2407.14116

Shen Z; Joshi A; Chen R-C, 2024, BAMBINO-LM: (Bilingual-)Human-Inspired Continual Pretraining of BabyLM, https://arxiv.org/abs/2406.11418v2

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, https://arxiv.org/abs/2405.09854v2

Joshi A; Dabre R; Kanojia D; Li Z; Zhan H; Haffari G; Dippold D, 2024, Natural Language Processing for Dialects of a Language: A Survey, https://arxiv.org/abs/2401.05632v4

Vaidya A; Arora A; Joshi A; Prabhakar T, 2024, Overview of the 2023 ICON Shared Task on Gendered Abuse Detection in Indic Languages, https://arxiv.org/abs/2401.03677v1

Hong J; Dung D; Hutchinson D; Akhtar Z; Chen R; Dawson R; Joshi A; Lim S; MacIntyre CR; Gurdasani D, 2023, Relation Extraction from News Articles (RENA): A Tool for Epidemic Surveillance, http://dx.doi.org/10.48550/arxiv.2311.01472

Nguyen D; Naing KMN; Joshi A, 2023, Stacking the Odds: Transformer-Based Ensemble for AI-Generated Text Detection, https://arxiv.org/abs/2310.18906v1

Joshi A; Rawat S; Dange A, 2023, Evaluation of large language models using an Indian language LGBTI+ lexicon, https://arxiv.org/abs/2310.17787v1

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, http://dx.doi.org/10.48550/arxiv.1906.05468

Iyer A; Joshi A; Karimi S; Sparks R; Paris C, 2019, Figurative Usage Detection of Symptom Words to Improve Personal Health Mention Detection, https://arxiv.org/abs/1906.05466v2

Joshi A; Karimi S; Sparks R; Paris C; MacIntyre CR, 2019, Survey of Text-based Epidemic Intelligence: A Computational Linguistic Perspective, http://dx.doi.org/10.48550/arxiv.1903.05801

Kamble S; Joshi A, 2018, Hate Speech Detection from Code-mixed Hindi-English Tweets Using Deep Learning Models, https://arxiv.org/abs/1811.05145v1

Joshi A; Agrawal S; Bhattacharyya P; Carman M, 2017, Expect the unexpected: Harnessing Sentence Completion for Sarcasm Detection, https://arxiv.org/abs/1707.06151v1

Joshi A; Jain P; Bhattacharyya P; Carman M, 2016, `Who would have thought of that!': A Hierarchical Topic Model for Extraction of Sarcasm-prevalent Topics and Sarcasm Detection, https://arxiv.org/abs/1611.04326v2

Joshi A; Goel P; Bhattacharyya P; Carman M, 2016, Automatic Identification of Sarcasm Target: An Introductory Approach, https://arxiv.org/abs/1610.07091v2

Joshi A; Mishra A; Balamurali AR; Bhattacharyya P; Carman M, 2016, A Computational Approach to Automatic Prediction of Drunk Texting, https://arxiv.org/abs/1610.00879v1

Joshi A; Tripathi V; Patel K; Bhattacharyya P; Carman M, 2016, Are Word Embedding-based Features Useful for Sarcasm Detection?, https://arxiv.org/abs/1610.00883v1

Joshi A; Bhattacharyya P; Carman MJ, 2016, Automatic Sarcasm Detection: A Survey, https://arxiv.org/abs/1602.03426v2

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