Malikeh Ehghaghi

4 papers · 2022–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

ACL (1) COLING (1) EMNLP (1) NAACL (1)

Top co-authors

Jekaterina Novikova (3) Brian Benedict (1) Marija Stanojevic (1) Luke Meyers (1) Shamane Siriwardhana (1) Vladimir Karpukhin (1) Ali Akram (1) Frank Rudzicz (1) Mashrura Tasnim (1) Charles Goddard (1)

Research topics

Machine Learning (4) Application Areas (3) Core Methods (2) Artificial Intelligence (1) Data Science & Analytics (1) Deep Learning (1) Speech & Audio (1) Analysis (1) Applications (1) Learning Paradigms (1) Learning Types (1) Methods (1) Models (1)

Keywords

depression detection (2) speech analysis (2) alzheimer disease (1) multi-task model (1) clinical trial (1) acoustic feature (1) dementia detection (1) voice biometrics (1) large language model (1) mental health classification (1) anxiety detection (1) non-linear clustering (1) audio corpus (1) automated speaker verification (1) speaker verification performance (1) transfer learning (1) mental distress (1) model merging (1)

Papers

Arcee’s MergeKit: A Toolkit for Merging Large Language Models EMNLP 2024 Factors Affecting the Performance of Automated Speaker Verification in Alzheimer’s Disease Clinical Trials ACL 2023 Data-driven Approach to Differentiating between Depression and Dementia from Noisy Speech and Language Data COLING 2022 DEPAC: a Corpus for Depression and Anxiety Detection from Speech NAACL 2022