Nina Dethlefs
16 papers · 2011–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π Conference Polyglot (7) π Academic Marathon (13)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Century Club
(15)
β‘
Prolific Year
(5)
Conferences
EMNLP (4)
NAACL (4)
ACL (2)
CONLL (2)
EACL (2)
COLING (1)
SEMEVAL (1)
Top co-authors
Keywords
external knowledge
(2)
grapheme segmentation
(2)
multimodal learning
(2)
neural classification
(2)
data augmentation
(2)
named entity recognition
(2)
emotion classification
(2)
ensemble learning
(2)
document classification
(1)
low-resource language
(1)
knowledge graph
(1)
long short-term memory
(1)
language model
(1)
retrieval augmentation
(1)
word error rate
(1)
suicide detection
(1)
large language model
(1)
cross-cultural nlp
(1)
dilated lstm
(1)
slang detection
(1)
Papers
SLANG-GraphRAG: Multi-Layered Retrieval with Domain-Specific Knowledge for Low Resource Social Media Conversations
EACL 2026
Understanding Slang with LLMs: Modelling Cross-Cultural Nuances through Paraphrasing
EMNLP 2024
One-Vs-Rest Neural Network English Grapheme Segmentation: A Linguistic Perspective
CONLL 2024
One-Vs-Rest Neural Network English Grapheme Segmentation: A Linguistic Perspective
EMNLP 2024
BDA at SemEval-2024 Task 4: Detection of Persuasion in Memes Across Languages with Ensemble Learning and External Knowledge
NAACL 2024
BDA at SemEval-2024 Task 4: Detection of Persuasion in Memes Across Languages with Ensemble Learning and External Knowledge
SEMEVAL 2024
Dilated LSTM with attention for Classification of Suicide Notes
EMNLP 2019
Cluster-based Prediction of User Ratings for Stylistic Surface Realisation
EACL 2014
Conditional Random Fields for Responsive Surface Realisation using Global Features
ACL 2013
Hierarchical Dialogue Policy Learning using Flexible State Transitions and Linear Function Approximation
COLING 2012
Optimising Incremental Dialogue Decisions Using Information Density for Interactive Systems
CONLL 2012
Comparing HMMs and Bayesian Networks for Surface Realisation
NAACL 2012
Incremental Spoken Dialogue Systems: Tools and Data
NAACL 2012
Dialogue Systems Using Online Learning: Beyond Empirical Methods
NAACL 2012
Optimising Incremental Dialogue Decisions Using Information Density for Interactive Systems
EMNLP 2012
Hierarchical Reinforcement Learning and Hidden Markov Models for Task-Oriented Natural Language Generation
ACL 2011