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Articles by Allen Nie

Predicting Long Term Sequential Policy Value Using Softer Surrogates
3 February 2025 by Hyunji Nam and others
Artificial Intelligence, Machine Learning
Improving Parallel Program Performance with LLM Optimizers via Agent-System Interface
31 January 2025 by Anjiang Wei and others
Machine Learning, Artificial Intelligence
OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators
31 October 2024 by Allen Nie and others
Machine Learning, Artificial Intelligence
EVOLvE: Evaluating and Optimizing LLMs For Exploration
8 October 2024 by Allen Nie and others at LogoGoogle
Machine Learning, Artificial Intelligence
Trace is the New AutoDiff -- Unlocking Efficient Optimization of Computational Workflows
23 June 2024 by Ching-An Cheng and others at LogoMicrosoft Research
Artificial Intelligence, Machine Learning
The Importance of Directional Feedback for LLM-based Optimizers
20 June 2024 by Allen Nie and others at LogoMicrosoft Research
Artificial Intelligence, Computation and Language
LLF-Bench: Benchmark for Interactive Learning from Language Feedback
13 December 2023 by Ching-An Cheng and others at LogoMicrosoft Research
Artificial Intelligence
Waypoint Transformer: Reinforcement Learning via Supervised Learning with Intermediate Targets
24 June 2023 by Anirudhan Badrinath and others
Machine Learning
Reinforcement Learning Tutor Better Supported Lower Performers in a Math Task
13 April 2023 by Sherry Ruan and others
Artificial Intelligence, Computation and Language
Model-based Offline Reinforcement Learning with Local Misspecification
26 January 2023 by Kefan Dong and others
Machine Learning
Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data
12 January 2023 by Allen Nie and others
Machine Learning, Artificial Intelligence
Giving Feedback on Interactive Student Programs with Meta-Exploration
16 November 2022 by Evan Zheran Liu and others
Machine Learning, Artificial Intelligence
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
10 June 2022 by Aarohi Srivastava and others
Computation and Language, Artificial Intelligence
Heterogenous impairment of α-cell function in type 2 diabetes is linked to cell maturation state
1 February 2022 by X. -Q. Dai and others at LogoUniversity of Alberta
Cell Biology
Play to Grade: Testing Coding Games as Classifying Markov Decision Process
14 December 2021 by Allen Nie and others
Artificial Intelligence, Computers and Society
On the Opportunities and Risks of Foundation Models
18 August 2021 by Rishi Bommasani and others
Machine Learning, Artificial Intelligence
Pragmatic Issue-Sensitive Image Captioning
5 October 2020 by Allen Nie and others
Computation and Language, Computer Vision and Pattern Recognition
LitGen: Genetic Literature Recommendation Guided by Human Explanations
24 September 2019 by Allen Nie and others
Computation and Language, Information Retrieval
Learning to Explain: Answering Why-Questions via Rephrasing
4 June 2019 by Allen Nie and others
Computation and Language
Large-scale Generative Modeling to Improve Automated Veterinary Disease Coding
29 November 2018 by Yuhui Zhang and others
Computation and Language
DeepTag: inferring all-cause diagnoses from clinical notes in under-resourced medical domain
3 September 2018 by Allen Nie and others
Computation and Language
DisSent: Sentence Representation Learning from Explicit Discourse Relations
3 May 2018 by Allen Nie and others
Computation and Language, Artificial Intelligence