Alexander Miller
7 papers · 2016–2021 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
❓
The Questioner
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Core AI
(3)
Learning Types
(3)
Reinforcement Learning
(2)
Core Methods
(2)
Generation
(2)
Computer Science
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Applications · Reinforcement Learning
(1)
Bayesian & Probabilistic
(1)
Keywords
conversational ai
(2)
dialogue system
(2)
interactive learning
(1)
question answering
(1)
response generation
(1)
factual knowledge
(1)
natural language understanding
(1)
knowledge base
(1)
collective inference
(1)
online inference
(1)
language model
(1)
foundation model
(1)
pre-trained model
(1)
human evaluation
(1)
probabilistic soft logic
(1)
relational knowledge
(1)
retrieval model
(1)
dialog system
(1)
procedurally generated environment
(1)
natural language command
(1)
Papers
Context-Aware Online Collective Inference for Templated Graphical Models
ICML 2021
The NetHack Learning Environment
NeurIPS 2020
Language Models as Knowledge Bases?
EMNLP 2019
Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent
ICLR 2018
Retrieve and Refine: Improved Sequence Generation Models For Dialogue
EMNLP 2018
ParlAI: A Dialog Research Software Platform
EMNLP 2017
Key-Value Memory Networks for Directly Reading Documents
EMNLP 2016