Publications

Preprint

• P-Masking: Power Law Masking Improves Multi-attribute Controlled Generation
  Mohamed Elgaar, Hadi Amiri
  arXiv:2410.24201 [PDF]

• Multi-Attribute Linguistic Tuning for Controlled Paraphrase Generation
  Mohamed Elgaar, Hadi Amiri
  arXiv:2410.24199 [PDF]

• Analysis of Race, Sex, and Language Proficiency Disparities in Documented Medical Decisions
  Hadi Amiri, Nidhi Vakil, Mohamed Elgaar, Jiali Cheng, Mitra Mohtarami, Adrian Wong, Mehrnaz Sadrolashrafi, Leo Anthony G Celi
  medRxiv 2024.07.11.24310289 [PDF]

Peer-Reviewed

• MedDec: A Dataset for Extracting Medical Decisions from Clinical Narratives
  Mohamed Elgaar, Jiali Cheng, Nidhi Vakil, Hadi Amiri, Leo Anthony Celi
  Findings of ACL 2024 [PDF] [Code]

• CogniVoice: Multimodal and Multilingual Fusion Networks for Mild Cognitive Impairment Assessment from Spontaneous Speech
  Jiali Cheng, Mohamed Elgaar, Nidhi Vakil, Hadi Amiri
  INTERSPEECH 2024 [PDF] [Code]

• Ling-CL: Multiview Curriculum Learning using Linguistic Complexity
  Mohamed Elgaar, Hadi Amiri
  EMNLP 2023 [PDF] [Code]

• HuCurl: Human-induced Curriculum Discovery
  Mohamed Elgaar, Hadi Amiri
  ACL 2023 [PDF] [Code]

• Multi-Speaker and Multi-Domain Emotional Voice Conversion Using Factorized Hierarchical Variational Autoencoder
  Mohamed Elgaar, Jungbae Park, Sang Wan Lee
  IEEE ICASSP 2020 [PDF] [Demo]

Software & Tools

• MedDecXtract - Medical decision extraction and annotation system [Demo] [Video]

• LingConv - Controlled paraphrase generation toolkit [Demo] [Video]

Patents

• Methods for Emotional Voice Conversion, Mohamed Elgaar, Jungbae Park, Korean Patent (10-2277205)