Chen Shani
7 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold
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Renaissance Researcher
(6)
β
The Questioner
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Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Natural Language Processing
(4)
Core AI
(4)
Core Methods
(4)
Interdisciplinary
(2)
Knowledge & Reasoning
(2)
Cognitive Science
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Applications
(1)
Clinical
(1)
Learning Paradigms
(1)
Keywords
representation learning
(2)
natural language processing
(1)
domain shift
(1)
in-context learning
(1)
knowledge representation
(1)
semantic analysis
(1)
humor detection
(1)
semantic representation
(1)
natural language understanding
(1)
language understanding
(1)
predictive modeling
(1)
concept learning
(1)
semantic similarity
(1)
next-token prediction
(1)
text classification
(1)
commonsense reasoning
(1)
construct validity
(1)
word embedding
(1)
entity mapping
(1)
feature learning
(1)
Papers
Beyond Tokens: Concept-Level Training Objectives for LLMs
EACL 2026
Measuring Mental Health Variables in Computational Research: Toward Validated, Dimensional, and Transdiagnostic Approaches
NAACL 2025
Rethinking Word Similarity: Semantic Similarity through Classification Confusion
NAACL 2025
FAME: Flexible, Scalable Analogy Mappings Engine
EMNLP 2023
Towards Concept-Aware Large Language Models
EMNLP 2023
How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements
ACL 2021
Language (Re)modelling: Towards Embodied Language Understanding
ACL 2020