Hugh Zhang
7 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
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Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Natural Language Processing
(4)
Generation
(3)
Learning Types
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Applications
(1)
Core Methods
(1)
Methods
(1)
Models
(1)
Optimization
(1)
Keywords
representation learning
(1)
contrastive learning
(1)
benchmark evaluation
(1)
reward modeling
(1)
online learning
(1)
embedding space
(1)
mathematical reasoning
(1)
natural language generation
(1)
text generation
(1)
code generation
(1)
diverse sampling
(1)
reinforcement learning from human feedback
(1)
regret minimization
(1)
statistical evaluation
(1)
game equilibrium
(1)
greedy algorithm
(1)
language model
(1)
foundation model
(1)
grade school arithmetic
(1)
dataset contamination
(1)
Papers
Planning in Natural Language Improves LLM Search for Code Generation
ICLR 2025
A Careful Examination of Large Language Model Performance on Grade School Arithmetic
NeurIPS 2024
Learning Goal-Conditioned Representations for Language Reward Models
NeurIPS 2024
Q-Probe: A Lightweight Approach to Reward Maximization for Language Models
ICML 2024
Equilibrium Finding in Normal-Form Games via Greedy Regret Minimization
AAAI 2022
Trading Off Diversity and Quality in Natural Language Generation
EACL 2021
Unifying Human and Statistical Evaluation for Natural Language Generation
NAACL 2019