Jing Sha
9 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Natural Language Processing
(4)
Learning Types
(4)
Deep Learning
(3)
Resources & Methods
(3)
Applications
(2)
Core Methods
(2)
Models
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Education
(1)
Generation
(1)
Optimization & Theory
(1)
Keywords
large language model
(4)
language model
(2)
chain-of-thought reasoning
(1)
geometry problem solving
(1)
human cognition
(1)
personalized education
(1)
cognitive diagnosis
(1)
teaching dialogue
(1)
knowledge concept
(1)
proficiency level
(1)
chain-of-thought prompting
(1)
socratic teaching
(1)
continual pre-training
(1)
educational ai
(1)
dialogue generation
(1)
data synthesis
(1)
feature analysis
(1)
program generation
(1)
syntax graph
(1)
knowledge distillation
(1)
Papers
CogMath: Assessing LLMs’ Authentic Mathematical Ability from a Human Cognitive Perspective
ICML 2025
Enhancing Chain-of-Thought Reasoning via Neuron Activation Differential Analysis
EMNLP 2025
MMATH: A Multilingual Benchmark for Mathematical Reasoning
EMNLP 2025
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models
NeurIPS 2024
Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process
IJCAI 2024
SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models
NeurIPS 2024
Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning
NeurIPS 2023
Exploiting Non-Interactive Exercises in Cognitive Diagnosis
IJCAI 2023
Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network
ACL 2022