Alexander Mehler
24 papers · 2002–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Ultra π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Champion
(2)
ποΈ
Keyword Collector
(111)
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Trend Setter
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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The Questioner
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Renaissance Researcher
(6)
Top co-authors
Research topics
Natural Language Processing
(16)
Machine Learning
(10)
Applications
(8)
Resources & Methods
(7)
Understanding
(7)
Artificial Intelligence
(6)
Deep Learning
(6)
Core AI
(6)
Architectures
(4)
Application Areas
(3)
Core Methods
(3)
Learning Types
(3)
Computer Science
(2)
Healthcare & Medicine
(2)
Interdisciplinary
(2)
Keywords
named entity recognition
(3)
uima framework
(3)
natural language processing
(2)
text classification
(2)
text analysis
(2)
german language
(2)
large language model
(2)
nlp pipeline
(2)
transformer model
(2)
language model
(2)
information retrieval
(2)
logical reasoning
(1)
chain-of-thought reasoning
(1)
clinical text mining
(1)
topic modeling
(1)
knowledge extraction
(1)
sequence labeling
(1)
cross-lingual transfer
(1)
text representation
(1)
information extraction
(1)
Papers
DualAxis AI at SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis
SemEval 2026
Predicting Convincingness in Political Speech: How Emotional Tone Shapes Persuasive Strength
EACL 2026
SteerForce at SemEval-2026 Task 11: Reducing Content Effects Using Layered Activation Steering
SemEval 2026
TTLab at SemEval-2026 Task 10: Transformer-based Approaches for Psycholinguistic Conspiracy Detection in Social Media Discourse
SemEval 2026
D-Neg: Syntax-Aware Graph Reasoning for Negation Detection
IJCNLP 2025
Filling the Temporal Void: Recovering Missing Publication Years in the Project Gutenberg Corpus Using LLMs
ACL 2025
MedLinkDE β MedDRA Entity Linking for German with Guided Chain of Thought Reasoning
EMNLP 2025
Standardizing Heterogeneous Corpora with DUUR: A Dual Data- and Process-Oriented Approach to Enhancing NLP Pipeline Integration
IJCNLP 2025
Towards Unified, Dynamic and Annotation-based Visualisations and Exploration of Annotated Big Data Corpora with the Help of Unified Corpus Explorer
NAACL 2025
Dependencies over Times and Tools (DoTT)
COLING 2024
German Parliamentary Corpus (GerParCor) Reloaded
COLING 2024
German SRL: Corpus Construction and Model Training
COLING 2024
Unlocking the Heterogeneous Landscape of Big Data NLP with DUUI
EMNLP 2023
Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature
COLING 2022
What do Toothbrushes do in the Kitchen? How Transformers Think our World is Structured
NAACL 2022
BIOfid Dataset: Publishing a German Gold Standard for Named Entity Recognition in Historical Biodiversity Literature
CoNLL 2019
When Specialization Helps: Using Pooled Contextualized Embeddings to Detect Chemical and Biomedical Entities in Spanish
EMNLP 2019
LTV: Labeled Topic Vector
COLING 2018
TextImager as a Generic Interface to R
EACL 2017
Language classification from bilingual word embedding graphs
COLING 2016
On the Linearity of Semantic Change: Investigating Meaning Variation via Dynamic Graph Models
ACL 2016
TextImager: a Distributed UIMA-based System for NLP
COLING 2016
eHumanities Desktop - An Online System for Corpus Management and Analysis in Support of Computing in the Humanities
EACL 2009
Hierarchical Orderings of Textual Units
COLING 2002