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Profile
Peter Jansen
Member of the Graduate Faculty | Associate Professor, School of Information
School of Information
Overview
Research
More
Collaboration
(11)
Nirav Merchant
Mutual work: 1 Grant﹒2 Proposals
Collaboration Details
Clayton Morrison
Mutual work: 3 Proposals﹒2 Publications
Collaboration Details
Roberto Furfaro
Mutual work: 2 Proposals﹒1 Grant
Collaboration Details
Benjamin Weiner
Mutual work: 1 Proposal
Collaboration Details
Mihai Surdeanu
Mutual work: 5 Proposals﹒1 Grant﹒4 Publications
Collaboration Details
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Grants
(2)
Space Domain Awareness Collaborative Research Infrastructure
2018
·
$335.6K / $3.3M
·
External
Co-Investigator (COI)
space,
collaborative research,
infrastructure,
domain awareness,
space domain
III: Small: Collaborative Research: Explainable Natural Language Inference
2018
·
$131.2K / $262.5K
·
External
Principal Investigator (PI)
natural language processing,
explainable ai,
collaborative research,
artificial intelligence,
machine learning
Publications
(60)
Recent
Can Language Models Serve as Text-Based World Simulators?
2024
language models,
artificial intelligence,
natural language processing,
machine learning
Enhancing systematic decompositional natural language inference using informal logic
2024
natural language processing,
logic,
inference,
linguistics,
decomposition
DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents
2024
virtual environments,
evaluation,
development
PDDLEGO: Iterative Planning in Textual Environments
2024
planning,
iterative
From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question Answering
2024
knowledge distillation,
question answering,
natural language processing,
machine learning,
semantic knowledge
Proceedings of the 2nd Workshoon Natural Language Reasoning and Structured Explanations ACL 2024)
2024
natural language processing,
reasoning,
explanations,
workshop
CLIN} A Continually Learning Language Agent for Rapid Task Adaptation and Generalization}
2024
natural language processing,
machine learning,
artificial intelligence,
robotics
ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games
2023
natural language processing,
text-based games,
corpus creation,
world modeling,
task-specific challenges
CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization
2023
natural language processing,
machine learning,
artificial intelligence,
generalization
Self-Supervised Behavior Cloned Transformers are Path Crawlers for Text Games
2023
self-supervised learning,
reinforcement learning
