Ahatsham Hayat
5 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Bronze
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Research topics
Keywords
large language model
(2)
tabular data
(2)
longitudinal data
(2)
text classification
(1)
narrative generation
(1)
class imbalance
(1)
minority class detection
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
downstream task
(1)
data imputation
(1)
pre-trained language model
(1)
missing data
(1)
qualitative analysis
(1)
contextualized language model
(1)
mental health prediction
(1)
student engagement
(1)
contextual descriptor
(1)
cross-distribution generalization
(1)
behavioral forecasting
(1)
Papers
From Numbers to Narratives: Efficient Language Model-Based Detection for Safety-Critical Minority Classes
EACL 2026
A Context-Aware Approach for Enhancing Data Imputation with Pre-trained Language Models
COLING 2025
A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data
CoNLL 2025
ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations
EMNLP 2025
Improving Transfer Learning for Early Forecasting of Academic Performance by Contextualizing Language Models
NAACL 2024