
Hinrich Schütze
Professor @ University of Munich
language models
cross-lingual transfer
bias
few-shot learning
natural language processing
pretrained language models
prompts
tokenization
prompting
self-attention
low-resource languages
crosslingual
convolution
social network analysis
14
presentations
24
number of views
SHORT BIO
Hinrich Schütze is professor of computational linguistics and director of the Center for Information and Language Processing at LMU Munich in Germany. Before moving to Munich in 2013, he taught at the University of Stuttgart. He received his PhD in Computational Linguistics from Stanford University in 1995 and worked on natural language processing and information retrieval technology at Xerox PARC, at several Silicon Valley startups and at Google 1995-2004 and 2008/9. He is a coauthor of Foundations of Statistical Natural Language Processing (with Chris Manning) and Introduction to Information Retrieval (with Chris Manning and Prabhakar Raghavan).
Presentations

Keynote: Hinrich Schütze
Hinrich Schütze

Glot500: Creating and Evaluating a Language Model for 500 Languages
Hinrich Schütze

A Crosslingual Investigation of Conceptualization in 1335 Languages
Yihong Liu and 6 other authors

Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tag- ging for Non-Standardized Languages
Verena Blaschke and 2 other authors

Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging
Amir Hossein Kargaran and 3 other authors

Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity
Valentin Hofmann and 2 other authors

The Reddit Politosphere: A Large-Scale Text and Network Resource of Online Political Discourse
Valentin Hofmann and 2 other authors

Measuring and Improving Consistency in Pretrained Language Models
Yanai Elazar and 6 other authors

Continuous Entailment Patterns for Lexical Inference in Context
Martin Schmitt and 1 other author

Few-Shot Text Generation with Natural Language Instructions
Timo Schick and 1 other author

Measuring and Improving Consistency in Pretrained Language Models
Yanai Elazar and 6 other authors

Generating Datasets with Pretrained Language Models
Timo Schick and 1 other author

Continuous Entailment Patterns for Lexical Inference in Context
Martin Schmitt and 1 other author

Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention
Philipp Dufter and 2 other authors