Allen Nie
15 papers · 2019–2026 · 5 conferences · across top CS/AI conferences
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (12)
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Interdisciplinary Bridge
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Conference Polyglot
(5)
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Academic Marathon
(6)
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Topic Evolution
💎
Century Club
(14)
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Keyword Collector
(70)
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Conferences
NIPS (7)
ACL (3)
AAAI (2)
ICML (2)
EMNLP (1)
Top co-authors
Research topics
Keywords
offline reinforcement learning
(3)
hyperparameter tuning
(2)
large language model
(2)
model misspecification
(1)
image captioning
(1)
visual question answering
(1)
sequential decision-making
(1)
question answering
(1)
text generation
(1)
syntactic parsing
(1)
explanation generation
(1)
semantic analysis
(1)
supervised learning
(1)
item response theory
(1)
language model evaluation
(1)
natural language generation
(1)
policy learning
(1)
question generation
(1)
automatic differentiation
(1)
risk management
(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
Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs
NIPS 2024
OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators
NIPS 2024
Model-Based Offline Reinforcement Learning with Local Misspecification
AAAI 2023
Waypoint Transformer: Reinforcement Learning via Supervised Learning with Intermediate Targets
NIPS 2023
MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks
NIPS 2023
Giving Feedback on Interactive Student Programs with Meta-Exploration
NIPS 2022
Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data
NIPS 2022
Play to Grade: Testing Coding Games as Classifying Markov Decision Process
NIPS 2021
Pragmatic Issue-Sensitive Image Captioning
EMNLP 2020
Inducing Grammar from Long Short-Term Memory Networks by Shapley Decomposition
ACL 2020
Learning to Explain: Answering Why-Questions via Rephrasing
ACL 2019
DisSent: Learning Sentence Representations from Explicit Discourse Relations
ACL 2019