Maxwell Nye
10 papers · 2019–2023 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12)
🌈
Renaissance Researcher
(5)
🌍
Conference Polyglot
(5)
🏆
Keyword Champion
(2)
👑
Triple Crown
💎
Century Club
(10)
⚡
Prolific Year
(5)
🔥
Unstoppable
(5)
Conferences
NIPS (4)
ACL (2)
ICML (2)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
entity representation
(3)
program synthesis
(3)
language model
(2)
program induction
(2)
neural language model
(2)
representation learning
(2)
neural program synthesis
(2)
dynamic semantics
(2)
few-shot learning
(2)
natural language understanding
(1)
neural representation
(1)
rule learning
(1)
latent variable
(1)
benchmark dataset
(1)
instruction following
(1)
pattern recognition
(1)
pretrained language model
(1)
sequential monte carlo
(1)
commonsense reasoning
(1)
compositional reasoning
(1)
Papers
Language Modeling with Latent Situations
ACL 2023
Communicating Natural Programs to Humans and Machines
NIPS 2022
Implicit Representations of Meaning in Neural Language Models
ACL 2021
Implicit Representations of Meaning in Neural Language Models
IJCNLP 2021
Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning
NIPS 2021
Representing Partial Programs with Blended Abstract Semantics
ICLR 2021
A large-scale benchmark for few-shot program induction and synthesis
ICML 2021
Learning Compositional Rules via Neural Program Synthesis
NIPS 2020
Learning to Infer Program Sketches
ICML 2019
Write, Execute, Assess: Program Synthesis with a REPL
NIPS 2019