Paul Roit
9 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (26) π Conference Polyglot Β· Bronze
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Unstoppable Β· Bronze
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(60)
Venues
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Research topics
Natural Language Processing
(9)
Applications
(6)
Machine Learning
(4)
Generation
(4)
Understanding
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Learning Types Β· Machine Learning
(3)
Resources & Methods
(3)
Interdisciplinary
(2)
Application Areas
(2)
Learning Types Β· Deep Learning
(2)
Linguistics
(2)
Data Science & Analytics
(1)
Keywords
text generation
(2)
predicate-argument structure
(2)
semantic role labeling
(2)
textual entailment
(2)
natural language understanding
(2)
question answering
(2)
multi-document summarization
(2)
coreference resolution
(1)
model interpretability
(1)
text summarization
(1)
abstract meaning representation
(1)
neural network model
(1)
natural language
(1)
semantic decomposition
(1)
data annotation
(1)
transformer language model
(1)
annotation quality
(1)
reference-free evaluation
(1)
semantic relation
(1)
question generation
(1)
Papers
QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs
IJCNLP 2025
Explicating the Implicit: Argument Detection Beyond Sentence Boundaries
ACL 2024
Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback
ACL 2023
Controlled Text Reduction
EMNLP 2022
Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations
NAACL 2022
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models
EMNLP 2022
Asking It All: Generating Contextualized Questions for any Semantic Role
EMNLP 2021
QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions
EMNLP 2021
Controlled Crowdsourcing for High-Quality QA-SRL Annotation
ACL 2020