Hugh Zhang
7 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge π Conference Polyglot (6)
π
Academic Marathon
(6)
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Cross-Pollinator
(12)
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Renaissance Researcher
(5)
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Grand Slam
Conferences
NIPS (2)
AAAI (1)
EACL (1)
ICLR (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
representation learning
(1)
contrastive learning
(1)
benchmark evaluation
(1)
reward modeling
(1)
online learning
(1)
mathematical reasoning
(1)
natural language generation
(1)
text generation
(1)
reinforcement learning from human feedback
(1)
regret minimization
(1)
statistical evaluation
(1)
game equilibrium
(1)
greedy algorithm
(1)
foundation model
(1)
grade school arithmetic
(1)
dataset contamination
(1)
overfitting detection
(1)
language generation
(1)
human evaluation
(1)
decoding algorithm
(1)
Papers
Planning in Natural Language Improves LLM Search for Code Generation
ICLR 2025
Q-Probe: A Lightweight Approach to Reward Maximization for Language Models
ICML 2024
Learning Goal-Conditioned Representations for Language Reward Models
NIPS 2024
A Careful Examination of Large Language Model Performance on Grade School Arithmetic
NIPS 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