Yannis Katsis
16 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (8) π Conference Polyglot (5) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (39)
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Conference Polyglot
(5)
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Academic Marathon
(5)
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Mega-Team
(28)
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Conference Pioneer
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Century Club
(16)
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Keyword Collector
(71)
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Prolific Year
(6)
Conferences
EMNLP (6)
AAAI (4)
NAACL (4)
AACL (1)
ACL (1)
Top co-authors
Keywords
text classification
(5)
large language model
(4)
natural language processing
(3)
text mining
(2)
zero-shot learning
(2)
evaluation framework
(2)
user simulation
(2)
interactive ai
(2)
active learning
(2)
quantitative evaluation
(2)
document analysis
(2)
automated machine learning
(2)
text analysis
(1)
named entity recognition
(1)
transfer learning
(1)
question answering
(1)
model selection
(1)
hyperparameter optimization
(1)
machine reading comprehension
(1)
semi-supervised learning
(1)
Papers
InspectorRAGet: An Introspection Platform for RAG Evaluation
NAACL 2025
Identifying Noise in Human-Created Datasets using Training Dynamics from Generative Models
EMNLP 2025
Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture
EMNLP 2023
Zero-shot Topical Text Classification with LLMs - an Experimental Study
EMNLP 2023
A Comparative Analysis between Human-in-the-loop Systems and Large Language Models for Pattern Extraction Tasks
EMNLP 2022
Stock Price Volatility Prediction: A Case Study with AutoML
EMNLP 2022
A Simulation-Based Evaluation Framework for Interactive AI Systems and Its Application
AAAI 2022
InteractEva: A Simulation-Based Evaluation Framework for Interactive AI Systems
AAAI 2022
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours
EMNLP 2022
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry
NAACL 2022
Development of an Enterprise-Grade Contract Understanding System
NAACL 2021
BLAR: Biomedical Local Acronym Resolver
NAACL 2021
KAAPA: Knowledge Aware Answers from PDF Analysis
AAAI 2021
AutoText: An End-to-End AutoAI Framework for Text
AAAI 2021
CORD-19: The COVID-19 Open Research Dataset
ACL 2020
A Survey of the State of Explainable AI for Natural Language Processing
AACL 2020