Mark Riedl
18 papers · 2018–2025 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
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Renaissance Researcher
(6)
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
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Research topics
Artificial Intelligence
(14)
Core AI
(13)
Natural Language Processing
(9)
Generation
(8)
Machine Learning
(5)
Reinforcement Learning
(5)
Deep Learning
(3)
Applications Β· Reinforcement Learning
(3)
Learning Types
(3)
Methods
(3)
Applications Β· Natural Language Processing
(2)
Architectures
(2)
Core Methods
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Keywords
knowledge graph
(5)
story generation
(4)
reinforcement learning
(4)
world model
(3)
text generation
(3)
transfer learning
(2)
text adventure
(2)
story coherence
(2)
narrative coherence
(2)
few-shot learning
(2)
large language model
(2)
language generation
(2)
deep reinforcement learning
(2)
text-based game
(2)
neural network
(2)
natural language
(2)
explanation generation
(2)
dialogue generation
(1)
natural language generation
(1)
natural language inference
(1)
Papers
Making Large Language Models into World Models with Precondition and Effect Knowledge
COLING 2025
Novelty Detection in Reinforcement Learning with World Models
ICML 2025
Creating Suspenseful Stories: Iterative Planning with Large Language Models
EACL 2024
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning
EACL 2024
Leftover Lunch: Advantage-based Offline Reinforcement Learning for Language Models
ICLR 2024
Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes
EMNLP 2022
Guiding Neural Story Generation with Reader Models
EMNLP 2022
Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning
EMNLP 2022
Inherently Explainable Reinforcement Learning in Natural Language
NeurIPS 2022
Reframing Human-AI Collaboration for Generating Free-Text Explanations
NAACL 2022
Situated Dialogue Learning through Procedural Environment Generation
ACL 2022
Fabula Entropy Indexing: Objective Measures of Story Coherence
NAACL 2021
Just Say No: Analyzing the Stance of Neural Dialogue Generation in Offensive Contexts
EMNLP 2021
Learning Knowledge Graph-based World Models of Textual Environments
NeurIPS 2021
Plug-and-Blend: A Framework for Controllable Story Generation with Blended Control Codes
NAACL 2021
Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning
NAACL 2019
Transfer in Deep Reinforcement Learning Using Knowledge Graphs
EMNLP 2019
A Simple and Effective Approach to the Story Cloze Test
NAACL 2018