← Authors

Shashank Sonkar

8 papers · 2020–2026 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) πŸƒ Academic Marathon (5) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

EMNLP (4) ACL (2) COLING (1) EACL (1)

Top co-authors

Richard Baraniuk (7) Naiming Liu (4) Donya Rooein (1) Jakub Macina (1) Mrinmaya Sachan (1) Zichao Wang (1) MyCo Le (1) Andrew Waters (1) Sapana Chaudhary (1) Debshila Mallick (1)

Research topics

Education (3)

Keywords

large language model (5) intelligent tutoring system (2) natural language processing (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) educational ai (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
Large Language Models for Education: Understanding the Needs of Stakeholders, Current Capabilities and the Path Forward ACL 2025
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
MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in Education 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