Felix Hamborg
5 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Applications
(2)
Core AI
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Application Areas
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Understanding
(1)
Keywords
text classification
(2)
zero-shot learning
(2)
transfer learning
(1)
natural language processing
(1)
knowledge distillation
(1)
data augmentation
(1)
entity linking
(1)
named entity recognition
(1)
parameter-efficient learning
(1)
deep learning
(1)
dataset generation
(1)
label generation
(1)
news article
(1)
media bias detection
(1)
frame analysis
(1)
bidirectional gated recurrent unit
(1)
neural network
(1)
task selection
(1)
target-dependent sentiment classification
(1)
intermediate task
(1)
Papers
Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition
EACL 2024
Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning
EMNLP 2024
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs
EMNLP 2023
NewsMTSC: A Dataset for (Multi-)Target-dependent Sentiment Classification in Political News Articles
EACL 2021
Media Bias, the Social Sciences, and NLP: Automating Frame Analyses to Identify Bias by Word Choice and Labeling
ACL 2020