Ayah Zirikly
15 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🏃 Academic Marathon (10)
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(10)
🐣
Hot Topic Early Bird
🏆
Keyword Champion
🧬
Topic Evolution
🗃️
Keyword Collector
(63)
💎
Century Club
(15)
🔥
Unstoppable
(5)
Conferences
NAACL (6)
ACL (5)
EACL (1)
EMNLP (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
text classification
(4)
social media analysis
(3)
social media
(2)
mental health detection
(2)
clinical text
(2)
suicide risk assessment
(2)
evidence extraction
(2)
clinical assessment
(2)
text mining
(1)
out-of-distribution generalization
(1)
domain adaptation
(1)
bias detection
(1)
text summarization
(1)
predictive modeling
(1)
natural language processing
(1)
electronic health record
(1)
recurrent neural network
(1)
named entity recognition
(1)
word embedding
(1)
convolutional neural network
(1)
Papers
Sindbad at AraHealthQA Track 1: Leveraging Large Language Models for Mental Health Q&A
EMNLP 2025
Overview of the CLPsych 2025 Shared Task: Capturing Mental Health Dynamics from Social Media Timelines
NAACL 2025
Overview of the CLPsych 2024 Shared Task: Leveraging Large Language Models to Identify Evidence of Suicidality Risk in Online Posts
EACL 2024
Characterization of Stigmatizing Language in Medical Records
ACL 2023
Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires
ACL 2022
Overview of the CLPsych 2022 Shared Task: Capturing Moments of Change in Longitudinal User Posts
NAACL 2022
Explaining Models of Mental Health via Clinically Grounded Auxiliary Tasks
NAACL 2022
Sparse encoding for more-interpretable feature-selecting representations in probabilistic matrix factorization
ICLR 2021
CLPsych 2019 Shared Task: Predicting the Degree of Suicide Risk in Reddit Posts
NAACL 2019
Classifying the reported ability in clinical mobility descriptions
ACL 2019
RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses
NAACL 2018
Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility
ACL 2018
Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online Postings
NAACL 2018
Cross-lingual Transfer of Named Entity Recognizers without Parallel Corpora
IJCNLP 2015
Cross-lingual Transfer of Named Entity Recognizers without Parallel Corpora
ACL 2015