Joachim Wagner
16 papers · 2007–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (28)
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Topic Evolution
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Dynamic Duo
(11)
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Century Club Β· Bronze
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Research topics
Natural Language Processing
(11)
Machine Learning
(9)
Learning Types Β· Machine Learning
(7)
Artificial Intelligence
(6)
Understanding
(6)
Deep Learning
(5)
Applications
(5)
Core AI
(5)
Application Areas
(4)
Learning Types Β· Deep Learning
(4)
Core Methods
(3)
Resources & Methods
(3)
Architectures
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
dependency parsing
(5)
text classification
(4)
data augmentation
(2)
multilingual parsing
(2)
sentiment analysis
(2)
cyberbullying detection
(2)
low-resource scenario
(2)
transformer model
(2)
low-resource language
(2)
neural machine translation
(1)
responsible ai
(1)
explainable ai
(1)
natural language understanding
(1)
feature attribution
(1)
annotation projection
(1)
benchmark dataset
(1)
sentiment classification
(1)
multi-class classification
(1)
universal dependencies
(1)
statistical machine translation
(1)
Papers
BullyBench: Youth & Experts-in-the-loop Framework for Intrinsic and Extrinsic Cyberbullying NLP Benchmarking
EMNLP 2025
Named Entity Recognition for the Irish Language
NAACL 2025
Beyond Binary: Towards Embracing Complexities in Cyberbullying Detection and Intervention - a Position Paper
COLING 2024
DCU at SemEval-2023 Task 10: A Comparative Analysis of Encoder-only and Decoder-only Language Models with Insights into Interpretability
SemEval 2023
Investigating the Saliency of Sentiment Expressions in Aspect-Based Sentiment Analysis
ACL 2023
Naive Bayes versus BERT: Jupyter notebook assignments for an introductory NLP course
NAACL 2021
Revisiting Tri-training of Dependency Parsers
EMNLP 2021
The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task
ACL 2021
The ADAPT Enhanced Dependency Parser at the IWPT 2020 Shared Task
ACL 2020
Treebank Embedding Vectors for Out-of-Domain Dependency Parsing
ACL 2020
APE through Neural and Statistical MT with Augmented Data. ADAPT/DCU Submission to the WMT 2019 APE Shared Task
ACL 2019
Cross-lingual Parsing with Polyglot Training and Multi-treebank Learning: A Faroese Case Study
EMNLP 2019
DCU: Aspect-based Polarity Classification for SemEval Task 4
SemEval 2014
From News to Comment: Resources and Benchmarks for Parsing the Language of Web 2.0
IJCNLP 2011
Adapting a WSJ-Trained Parser to Grammatically Noisy Text
ACL 2008
A Comparative Evaluation of Deep and Shallow Approaches to the Automatic Detection of Common Grammatical Errors
EMNLP 2007