13 papers
Between Century and Poet: Graph-Based Lexical Semantic Change in Persian Poetry
Kourosh Shahnazari, Seyed Moein Ayyoubzadeh, Mohammadali Keshtparvar
Meaning in Persian poetry is both historical and relational. Words persist through literary tradition while shifting their force through changing constellations of neighbors, rheto…
A Dynamic Atlas of Persian Poetic Symbolism: Families, Fields, and the Historical Rewiring of Meaning
Kourosh Shahnazari, Seyed Moein Ayyoubzadeh, Mohammadali Keshtparvar
Persian poetry is often remembered through recurrent symbols before it is remembered through plot. Wine vessels, gardens, flames, sacred titles, bodily beauty, and courtly names re…
Echoes Across Centuries: Phonetic Signatures of Persian Poets
Kourosh Shahnazari, Seyed Moein Ayyoubzadeh, Mohammadali Keshtparvar
This study examines phonetic texture in Persian poetry as a literary-historical phenomenon rather than a by-product of meter or a feature used only for classification. The analysis…
Eigenmood Space: Uncertainty-Aware Spectral Graph Analysis of Psychological Patterns in Classical Persian Poetry
Kourosh Shahnazari, Seyed Moein Ayyoubzadeh, Mohammadali Keshtparvar
Classical Persian poetry is a historically sustained archive in which affective life is expressed through metaphor, intertextual convention, and rhetorical indirection. These prope…
PARSI: Persian Authorship Recognition via Stylometric Integration
Kourosh Shahnazari, Mohammadali Keshtparvar, Seyed Moein Ayyoubzadeh
The intricate linguistic, stylistic, and metrical aspects of Persian classical poetry pose a challenge for computational authorship attribution. In this work, we present a versatil…
BASIL: Best-Action Symbolic Interpretable Learning for Evolving Compact RL Policies
Kourosh Shahnazari, Seyed Moein Ayyoubzadeh, Mohammadali Keshtparvar
The quest for interpretable reinforcement learning is a grand challenge for the deployment of autonomous decision-making systems in safety-critical applications. Modern deep reinfo…
Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models
Seyed Moein Ayyoubzadeh, Kourosh Shahnazari, Mohammmadali Keshtparvar +1
Training large language models (LLMs) requires vast amounts of high-quality data from institutions that face legal, privacy, and strategic constraints. Existing data procurement me…
NAZM: Network Analysis of Zonal Metrics in Persian Poetic Tradition
Kourosh Shahnazari, Seyed Moein Ayyoubzadeh, Mohammadamin Fazli +1
This study formalizes a computational model to simulate classical Persian poets' dynamics of influence through constructing a multi-dimensional similarity network. Using a rigorous…
Trust, or Don't Predict: Introducing the CWSA Family for Confidence-Aware Model Evaluation
Kourosh Shahnazari, Seyed Moein Ayyoubzadeh, Mohammadali Keshtparvar +1
In recent machine learning systems, confidence scores are being utilized more and more to manage selective prediction, whereby a model can abstain from making a prediction when it…
Who Are You Behind the Screen? Implicit MBTI and Gender Detection Using Artificial Intelligence
Kourosh Shahnazari, Seyed Moein Ayyoubzadeh
In personalized technology and psychological research, precisely detecting demographic features and personality traits from digital interactions becomes ever more important. This w…
Can Invisible Psychological Traits Organize Visible Network Structure? A Complex Network Analysis of Myers-Briggs Type Indicator-Based Interaction Patterns in Anonymous Social Networks
Seyed Moein Ayyoubzadeh, Kourosh Shahnazari, Mohammadamin Fazli +1
Exploration of the impact of personality traits on social interactions within anonymous online communities poses a challenge at the interface of networked social sciences and psych…
Word Sense Disambiguation in Persian: Can AI Finally Get It Right?
Seyed Moein Ayyoubzadeh, Kourosh Shahnazari
Homograph disambiguation, the task of distinguishing words with identical spellings but different meanings, poses a substantial challenge in natural language processing. In this st…
A Novel Nearest Neighbors Algorithm Based on Power Muirhead Mean
Kourosh Shahnazari, Seyed Moein Ayyoubzadeh
This paper introduces the innovative Power Muirhead Mean K-Nearest Neighbors (PMM-KNN) algorithm, a novel data classification approach that combines the K-Nearest Neighbors method…