Liam Dugan
14 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(14)
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Keyword Pioneer
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Renaissance Researcher
(5)
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Unstoppable Β· Bronze
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The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Research topics
Natural Language Processing
(11)
Artificial Intelligence
(9)
Core AI
(9)
Applications
(7)
Machine Learning
(6)
Generation
(5)
Learning Types Β· Machine Learning
(5)
Deep Learning
(3)
Models
(3)
Interdisciplinary
(2)
Education
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Speech & Audio
(1)
Keywords
large language model
(7)
machine-generated text detection
(4)
text generation
(3)
human annotation
(3)
question generation
(2)
question answering
(2)
text summarization
(2)
text classification
(2)
language model
(2)
text difficulty
(1)
policy learning
(1)
text representation
(1)
natural language generation
(1)
few-shot learning
(1)
false positive rate
(1)
multimodal learning
(1)
language learning
(1)
instruction tuning
(1)
knowledge base
(1)
machine reading comprehension
(1)
Papers
Toward Beginner-Friendly LLMs for Language Learning: Controlling Difficulty in Conversation
EACL 2026
GenAI Content Detection Task 3: Cross-Domain Machine Generated Text Detection Challenge
COLING 2025
FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models
ACL 2024
MiRAGeNews: Multimodal Realistic AI-Generated News Detection
EMNLP 2024
RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors
ACL 2024
ReDel: A Toolkit for LLM-Powered Recursive Multi-Agent Systems
EMNLP 2024
Enhancing Human Summaries for Question-Answer Generation in Education
ACL 2023
Exploring the Curious Case of Code Prompts
ACL 2023
Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications
EMNLP 2023
Learning When to Speak: Latency and Quality Trade-offs for Simultaneous Speech-to-Speech Translation with Offline Models
Interspeech 2023
Real or Fake Text?: Investigating Human Ability to Detect Boundaries between Human-Written and Machine-Generated Text
AAAI 2023
A Feasibility Study of Answer-Agnostic Question Generation for Education
ACL 2022
The Case for a Single Model that can Both Generate Continuations and Fill-in-the-Blank
NAACL 2022
RoFT: A Tool for Evaluating Human Detection of Machine-Generated Text
EMNLP 2020