← Authors

Jekaterina Novikova

17 papers · 2017–2026 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🏃 Academic Marathon (8) 🌈 Renaissance Researcher (9) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (31) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🧬 Topic Evolution 👥 Mega-Team (77) 💎 Century Club (16) ❓ The Questioner 🔥 Unstoppable (9) 🗃️ Keyword Collector (67)

Conferences

EMNLP (6) COLING (3) NAACL (3) INTERSPEECH (2) ACL (1) EACL (1) ICLR (1)

Top co-authors

Aparna Balagopalan (5) Frank Rudzicz (4) Ondřej Dušek (3) Malikeh Ehghaghi (3) Jenny Chim (2) Marija Stanojevic (2) Verena Rieser (2) Ksenia Shkaruta (2) Hiroaki Hayashi (1) Aman Madaan (1)

Keywords

speech analysis (5) natural language generation (3) feature engineering (2) acoustic feature (2) text classification (2) speech processing (2) dementia detection (2) depression detection (2) alzheimer disease detection (2) alzheimer disease (2) cognitive impairment (2) evaluation metrics (2) clinical analysis (1) clinical speech analysis (1) consensus learning (1) part-of-speech tagging (1) disease detection (1) automatic speech recognition (1) multilingual nlp (1) feature combination (1)

Papers

AfriCaption: Establishing a New Paradigm for Image Captioning in African Languages EACL 2026
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge ICLR 2025
Speech and Language Biomarkers of Neurodegenerative Conditions: Developing Cross-Linguistically Valid Tools for Automatic Analysis COLING 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
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code EMNLP 2022
Impact of Environmental Noise on Alzheimer’s Disease Detection from Speech: Should You Let a Baby Cry? COLING 2022
DEPAC: a Corpus for Depression and Anxiety Detection from Speech NAACL 2022
Robustness and Sensitivity of BERT Models Predicting Alzheimer’s Disease from Text EMNLP 2021
Comparing Acoustic-Based Approaches for Alzheimer’s Disease Detection INTERSPEECH 2021
Impact of ASR on Alzheimer’s Disease Detection: All Errors are Equal, but Deletions are More Equal than Others EMNLP 2020
To BERT or not to BERT: Comparing Speech and Language-Based Approaches for Alzheimer’s Disease Detection INTERSPEECH 2020
Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach EMNLP 2020
Detecting cognitive impairments by agreeing on interpretations of linguistic features NAACL 2019
Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power EMNLP 2019
RankME: Reliable Human Ratings for Natural Language Generation NAACL 2018
Why We Need New Evaluation Metrics for NLG EMNLP 2017