Maxwell Nye
9 papers · 2019–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 👑 Triple Crown
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(8)
Machine Learning
(7)
Core AI
(7)
Natural Language Processing
(4)
Core Methods
(4)
Deep Learning
(3)
Generation
(3)
Learning Types · Machine Learning
(3)
Understanding
(3)
Learning Paradigms · Artificial Intelligence
(2)
Learning Paradigms · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Keywords
program synthesis
(4)
program induction
(2)
neural program synthesis
(2)
language model
(2)
few-shot learning
(2)
representation learning
(2)
entity representation
(2)
natural language understanding
(1)
rule learning
(1)
instruction following
(1)
pattern recognition
(1)
neural representation
(1)
latent variable
(1)
benchmark dataset
(1)
commonsense reasoning
(1)
sequential monte carlo
(1)
compositional reasoning
(1)
pre-trained language model
(1)
contextual representation
(1)
sequence model
(1)
Papers
Language Modeling with Latent Situations
ACL 2023
Communicating Natural Programs to Humans and Machines
NeurIPS 2022
A large-scale benchmark for few-shot program induction and synthesis
ICML 2021
Implicit Representations of Meaning in Neural Language Models
ACL 2021
Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning
NeurIPS 2021
Representing Partial Programs with Blended Abstract Semantics
ICLR 2021
Learning Compositional Rules via Neural Program Synthesis
NeurIPS 2020
Learning to Infer Program Sketches
ICML 2019
Write, Execute, Assess: Program Synthesis with a REPL
NeurIPS 2019