Drahomira Herrmannova
9 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Applications · Natural Language Processing
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Computer Science
(2)
Application Areas
(2)
Applications · Computer Science
(2)
Core AI
(2)
Generation
(2)
Learning Types
(2)
Deep Learning
(1)
Architectures
(1)
Keywords
scholarly document processing
(3)
scholarly document
(2)
document summarization
(2)
information retrieval
(2)
natural language inference
(1)
information extraction
(1)
machine-generated text detection
(1)
model evaluation
(1)
text analysis
(1)
llm evaluation
(1)
evaluation framework
(1)
multi-class classification
(1)
knowledge graph
(1)
data mining
(1)
answer quality
(1)
span classification
(1)
text segmentation
(1)
precision and recall
(1)
transformer ensemble
(1)
semantic correctness
(1)
Papers
Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses
EMNLP 2025
Overview of the DagPap24 Shared Task on Detecting Automatically Generated Scientific Paper
ACL 2024
Benchmark for Research Theme Classification of Scholarly Documents
COLING 2022
Overview of the DAGPap22 Shared Task on Detecting Automatically Generated Scientific Papers
COLING 2022
Overview of the Third Workshop on Scholarly Document Processing
COLING 2022
A Mixed-Method Design Approach for Empirically Based Selection of Unbiased Data Annotators
ACL 2021
Overview of the 2021 SDP 3C Citation Context Classification Shared Task
NAACL 2021
Overview of the Second Workshop on Scholarly Document Processing
NAACL 2021
Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study
EMNLP 2018