Allen Nie
15 papers · 2019–2026 · 5 venues · across top CS/AI venues
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (39)
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Topic Evolution
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Keyword Collector
(81)
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Century Club Β· Bronze
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Renaissance Researcher
(7)
Venues
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Research topics
Machine Learning
(11)
Artificial Intelligence
(8)
Core AI
(8)
Reinforcement Learning
(6)
Methods
(6)
Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Optimization & Theory
(5)
Natural Language Processing
(3)
Application Areas
(3)
Core Methods
(3)
Learning Types Β· Deep Learning
(3)
Applications
(2)
Understanding
(2)
Computer Vision
(1)
Keywords
offline reinforcement learning
(3)
large language model
(2)
hyperparameter tuning
(2)
generative optimization
(2)
image captioning
(1)
sequential decision making
(1)
visual question answering
(1)
text generation
(1)
model misspecification
(1)
syntactic parsing
(1)
question answering
(1)
semantic analysis
(1)
supervised learning
(1)
item response theory
(1)
explanation generation
(1)
language model evaluation
(1)
policy learning
(1)
question generation
(1)
automatic differentiation
(1)
natural language generation
(1)
Papers
Assessing the Quality of AI-Generated Exams: A Large-Scale Field Study
AAAI 2026
EVOLvE: Evaluating and Optimizing LLMs For In-Context Exploration
ICML 2025
Improving Parallel Program Performance with LLM Optimizers via Agent-System Interfaces
ICML 2025
OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators
NeurIPS 2024
Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs
NeurIPS 2024
MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks
NeurIPS 2023
Model-Based Offline Reinforcement Learning with Local Misspecification
AAAI 2023
Waypoint Transformer: Reinforcement Learning via Supervised Learning with Intermediate Targets
NeurIPS 2023
Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data
NeurIPS 2022
Giving Feedback on Interactive Student Programs with Meta-Exploration
NeurIPS 2022
Play to Grade: Testing Coding Games as Classifying Markov Decision Process
NeurIPS 2021
Inducing Grammar from Long Short-Term Memory Networks by Shapley Decomposition
ACL 2020
Pragmatic Issue-Sensitive Image Captioning
EMNLP 2020
DisSent: Learning Sentence Representations from Explicit Discourse Relations
ACL 2019
Learning to Explain: Answering Why-Questions via Rephrasing
ACL 2019