Paul Groth
7 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🧬 Topic Evolution
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Natural Language Processing
(5)
Artificial Intelligence
(4)
Machine Learning
(3)
Applications · Natural Language Processing
(3)
Core AI
(3)
Deep Learning
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
information extraction
(2)
named entity recognition
(2)
scientific text
(2)
semi-supervised learning
(1)
text mining
(1)
in-context learning
(1)
embedding learning
(1)
distributed representation
(1)
scientific document
(1)
distributional reinforcement learning
(1)
automated reasoning
(1)
open information extraction
(1)
citation analysis
(1)
quantile regression
(1)
return distribution
(1)
knowledge graph
(1)
relation extraction
(1)
hallucination detection
(1)
temporal difference learning
(1)
adversarial learning
(1)
Papers
Distributional Reinforcement Learning with Dual Expectile-Quantile Regression
UAI 2025
SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection
SemEval 2024
SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning
ACL 2022
SemEval-2021 Task 8: MeasEval – Extracting Counts and Measurements and their Related Contexts
SemEval 2021
Effective distributed representations for academic expert search
EMNLP 2020
Towards Olfactory Information Extraction from Text: A Case Study on Detecting Smell Experiences in Novels
COLING 2020
Open Information Extraction on Scientific Text: An Evaluation
COLING 2018