Tilman Beck
10 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (24)
π
Conference Polyglot
(4)
π
Academic Marathon
(5)
π€
Dynamic Duo
(10)
π
Century Club
(10)
Conferences
ACL (5)
EACL (2)
EMNLP (2)
IJCNLP (1)
Top co-authors
Keywords
sentiment analysis
(3)
pretrained language model
(3)
transfer learning
(3)
domain adaptation
(2)
annotation quality
(2)
active learning
(2)
label suggestion
(2)
zero-shot learning
(2)
text classification
(2)
opinion mining
(2)
language model alignment
(1)
contextual information
(1)
annotation study
(1)
knowledge base
(1)
stance detection
(1)
inference efficiency
(1)
argument mining
(1)
parameter-efficient fine-tuning
(1)
language model
(1)
low-resource language
(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
The challenges of temporal alignment on Twitter during crises
EMNLP 2022
Composing Structure-Aware Batches for Pairwise Sentence Classification
ACL 2022
Investigating label suggestions for opinion mining in German Covid-19 social media
IJCNLP 2021
Investigating label suggestions for opinion mining in German Covid-19 social media
ACL 2021
AdapterDrop: On the Efficiency of Adapters in Transformers
EMNLP 2021
Classification and Clustering of Arguments with Contextualized Word Embeddings
ACL 2019