Jekaterina Novikova
17 papers · 2017–2026 · 7 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
Jump to papers ↓+7 more ↓ Show less ↑
🗺️ Taxonomy Completionist (28) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
👥
Mega-Team · Legion
🏆
Keyword Champion
(2)
🌈
Renaissance Researcher
(7)
🔥
Unstoppable · Silver
❓
The Questioner
💎
Century Club · Bronze
🗃️
Keyword Collector
(72)
Top co-authors
Research topics
Machine Learning
(12)
Core Methods
(8)
Natural Language Processing
(6)
Application Areas
(6)
Artificial Intelligence
(5)
Speech & Audio
(3)
Analysis
(3)
Applications
(3)
Core AI
(3)
Resources & Methods
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Learning Paradigms
(2)
Learning Types
(2)
Computer Science
(1)
Keywords
speech analysis
(5)
natural language generation
(3)
text classification
(2)
alzheimer disease detection
(2)
feature engineering
(2)
alzheimer disease
(2)
depression detection
(2)
evaluation metric
(2)
dementia detection
(2)
cognitive impairment
(2)
acoustic feature
(2)
speech processing
(2)
clinical speech analysis
(1)
consensus learning
(1)
part-of-speech tagging
(1)
automatic speech recognition
(1)
multilingual nlp
(1)
natural language processing
(1)
bert model
(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
DEPAC: a Corpus for Depression and Anxiety Detection from Speech
NAACL 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
Comparing Acoustic-Based Approaches for Alzheimer’s Disease Detection
Interspeech 2021
Robustness and Sensitivity of BERT Models Predicting Alzheimer’s Disease from Text
EMNLP 2021
Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach
EMNLP 2020
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
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