Tilman Beck
9 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
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Research topics
Natural Language Processing
(7)
Machine Learning
(6)
Artificial Intelligence
(5)
Applications
(5)
Learning Paradigms
(5)
Application Areas
(4)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Deep Learning
(2)
Core Methods
(2)
Core AI
(1)
Learning Types · Deep Learning
(1)
Techniques
(1)
Keywords
pre-trained language model
(3)
transfer learning
(2)
domain adaptation
(2)
sentiment analysis
(2)
text classification
(2)
zero-shot learning
(2)
temporal alignment
(1)
language model alignment
(1)
few-shot learning
(1)
contextual information
(1)
parameter efficiency
(1)
knowledge base
(1)
stance detection
(1)
low-resource language
(1)
inference efficiency
(1)
parameter-efficient fine-tuning
(1)
language model
(1)
argument mining
(1)
opinion mining
(1)
active learning
(1)
Papers
Sensitivity, Performance, Robustness: Deconstructing the Effect of Sociodemographic Prompting
EACL 2024
Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon
EACL 2024
Robust Integration of Contextual Information for Cross-Target Stance Detection
ACL 2023
AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters
ACL 2022
Composing Structure-Aware Batches for Pairwise Sentence Classification
ACL 2022
The challenges of temporal alignment on Twitter during crises
EMNLP 2022
AdapterDrop: On the Efficiency of Adapters in Transformers
EMNLP 2021
Investigating label suggestions for opinion mining in German Covid-19 social media
ACL 2021
Classification and Clustering of Arguments with Contextualized Word Embeddings
ACL 2019