Shashank Sonkar
9 papers · 2020–2026 · 4 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
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Natural Language Processing
(6)
Resources & Methods
(5)
Deep Learning
(3)
Interdisciplinary
(3)
Education
(3)
Machine Learning
(2)
Learning Types · Machine Learning
(2)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
large language model
(5)
educational ai
(2)
intelligent tutoring system
(2)
mathematical reasoning
(1)
attention mechanism
(1)
knowledge distillation
(1)
question answering
(1)
semantic analysis
(1)
reading comprehension
(1)
synthetic data generation
(1)
language model
(1)
counterfactual reasoning
(1)
supervised fine-tuning
(1)
hallucination mitigation
(1)
chain-of-thought prompting
(1)
ai alignment
(1)
word embedding
(1)
word similarity
(1)
dialogue system
(1)
personalized learning
(1)
Papers
CLEAR-3K: Assessing Causal Explanatory Capabilities in Language Models
EACL 2026
MalruleLib: Large-Scale Executable Misconception Reasoning with Step Traces for Modeling Student Thinking in Mathematics
ACL 2026
Large Language Models for Education: Understanding the Needs of Stakeholders, Current Capabilities and the Path Forward
ACL 2025
MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in Education
EMNLP 2024
Pedagogical Alignment of Large Language Models
EMNLP 2024
Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning
EMNLP 2024
CLASS: A Design Framework for Building Intelligent Tutoring Systems Based on Learning Science principles
EMNLP 2023
MANER: Mask Augmented Named Entity Recognition for Extreme Low-Resource Languages
ACL 2023
Attention Word Embedding
COLING 2020