Nina Dethlefs
13 papers · 2011–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 💎 Century Club · Bronze
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Prolific Year · Productive
Top co-authors
Research topics
Keywords
emotion classification
(2)
sentiment analysis
(1)
text classification
(1)
attention mechanism
(1)
data augmentation
(1)
named entity recognition
(1)
text generation
(1)
language modeling
(1)
multimodal learning
(1)
deep learning
(1)
persuasion detection
(1)
document classification
(1)
low-resource language
(1)
knowledge graph
(1)
long short-term memory
(1)
language model
(1)
retrieval augmentation
(1)
external knowledge
(1)
neural classification
(1)
suicide detection
(1)
Papers
SLANG-GraphRAG: Multi-Layered Retrieval with Domain-Specific Knowledge for Low Resource Social Media Conversations
EACL 2026
BDA at SemEval-2024 Task 4: Detection of Persuasion in Memes Across Languages with Ensemble Learning and External Knowledge
SemEval 2024
One-Vs-Rest Neural Network English Grapheme Segmentation: A Linguistic Perspective
CoNLL 2024
Understanding Slang with LLMs: Modelling Cross-Cultural Nuances through Paraphrasing
EMNLP 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
Comparing HMMs and Bayesian Networks for Surface Realisation
NAACL 2012
Dialogue Systems Using Online Learning: Beyond Empirical Methods
NAACL 2012
Hierarchical Dialogue Policy Learning using Flexible State Transitions and Linear Function Approximation
COLING 2012
Incremental Spoken Dialogue Systems: Tools and Data
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