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Timo Spinde

3 papers · 2021–2025 · 3 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 · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

COLING (1) EMNLP (1) NAACL (1)

Top co-authors

Akiko Aizawa (3) Bela Gipp (3) Terry Ruas (3) Tomáš Horych (2) Andre Greiner-Petter (2) Christoph Mandl (1) Martin Paul Wessel (1) Jan Philip Wahle (1) Jan-David Krieger (1) Jerome Waßmuth (1)

Research topics

Machine Learning (3) Natural Language Processing (3) Applications (3) Learning Types · Machine Learning (3) Deep Learning (1) Interdisciplinary (1) Core Methods (1) Learning Types · Deep Learning (1) Resources & Methods (1) Social (1)

Keywords

media bias detection (3) text classification (3) weakly supervised learning (1) named entity recognition (1) bert model (1) emotion detection (1) synthetic data (1) pre-trained language model (1) distant supervision (1) inter-annotator agreement (1) llm annotation (1) expert annotation (1) multi-task learning (1) dataset labeling (1) sentiment analysis (1)

Papers

The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection NAACL 2025 MAGPIE: Multi-Task Analysis of Media-Bias Generalization with Pre-Trained Identification of Expressions COLING 2024 Neural Media Bias Detection Using Distant Supervision With BABE - Bias Annotations By Experts EMNLP 2021