Recent Preprints

• Nek Minit: Harnessing Pragmatic Metacognitive Prompting for Explainable Sarcasm Detection of Australian and Indian English
  Ishmanbir Singh* , Dipankar Srirag* , Aditya Joshi
  arXiv:2505.15095 [Paper]


• A Survey on Multimodal Music Emotion Recognition
  Rashini Liyanarachchi , Aditya Joshi , Erik Meijering
  arXiv:2504.18799 [Paper]


• Harnessing Test-time Adaptation for NLU tasks Involving Dialects of English
  Duke Nguyen , Aditya Joshi , Flora Salim
  arXiv:2503.12858 [Paper] [Code]


• BESSTIE: A Benchmark for Sentiment and Sarcasm Classification for Varieties of English
  Dipankar Srirag , Aditya Joshi , Jordan Painter , Diptesh Kanojia
  arXiv:2412.04726 [Paper] [Dataset]


• Spectraformer: A Unified Random Feature Framework for Transformer
  Duke Nguyen , Aditya Joshi , Flora Salim
  arXiv:2405.15310 [Paper] [Code]

2025

• Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models
  Dipankar Srirag , Aditya Joshi , Jacob Eisenstein
  NAACL 2025 [Paper] [Code]


• RACCOON: A Retrieval-Augmented Generation Approach for Location Coordinate Capture from News Articles
  Jonathan Lin , Aditya Joshi , Hye Youg Paik , et al.
  WWW 2025 [Paper]


• Natural Language Processing for Dialects of a Language: A Survey
  Aditya Joshi , Raj Dabre , Diptesh Kanojia , et al.
  ACM Computing Surveys [Paper]


• Evaluating Dialect Robustness of Language Models via Conversation Understanding
  Dipankar Srirag , Nihar Ranjan Sahoo , Aditya Joshi
  SUMEval @ COLING 2025 [Paper]

2024

• "Is Hate Lost in Translation?": Evaluation of Multilingual LGBTQIA+ Hate Speech Detection
  Fai Lu Chan , Duke Nguyen , Aditya Joshi
  ALTA 2024 [Paper]


• Comparison of Multilingual and Bilingual Models for Satirical News Detection of Arabic and English
  Omar Abdulla , Aditya Joshi , Rahat Masood , Salil Kanhere
  ALTA 2024 [Paper]


• BAMBINO-LM: (Bilingual-)Human-Inspired Continual Pre-training of BabyLM
  Zhewen Shen , Aditya Joshi , Ruey-Cheng Chen
  CMCL @ ACL 2024 [Paper]


• Striking a Balance between Classical and Deep Learning Approaches in Natural Language Processing Pedagogy
  Aditya Joshi , Jake Renzella , Pushpak Bhattacharya , et al.
  TeachingNLP @ ACL 2024 [Paper]


• AuditNet: A Conversational AI-based Security Assistant
  Shohreh Deldari , Mohammd Goudrazi , Aditya Joshi , et al.
  MobileHCI [Paper]

2023

• Stacking the Odds: Transformer-Based Ensemble for AI-Generated Text Detection
  Duke Nguyen , Khaing Myat Noe Naing , Aditya Joshi
  ALTA 2023 [Paper]


• Evaluation of large language models using an Indian language LGBTI+ lexicon
  Aditya Joshi , Shruta Rawat , Alpana Dange
  The AI Ethics Journal [Paper]


• Striking a Balance between Classical and Deep Learning Approaches in Natural Language Processing Pedagogy
  Organisers of Queer in AI , Aditya Joshi , et al.
  ACM FAccT 2023 [Paper]