Günter Neumann

Associate Professor, MLT, German Research Center for AI

Joined

December 2018

Names

Günter Neumann (Preferred)

Guenter Neumann

Emails

****@dfki.de (Confirmed)

****@posteo.de (Confirmed)

Personal Links

Career & Education History

Associate Professor

MLT, German Research Center for AI (dfki.de)

1992 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

question generation

question answering

2015 – Present

natural language processing

1988 – Present

Publications

Investigating the Encoding of Words in BERT's Neurons using Feature Textualization
Tanja Baeumel, Soniya Vijayakumar, Josef van Genabith, Guenter Neumann, Simon Ostermann
- Published: 01 Jan 2023, Last Modified: 26 Jan 2024
- CoRR 2023
- Readers: Everyone
MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction
Saadullah Amin, Pasquale Minervini, David Chang, Pontus Stenetorp, Guenter Neumann
- Published: 01 Jan 2022, Last Modified: 08 Jun 2023
- COLING 2022
- Readers: Everyone
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts
Saadullah Amin, Noon Pokaratsiri Goldstein, Morgan Kelly Wixted, Alejandro García-Rudolph, Catalina Martínez-Costa, Guenter Neumann
- Published: 01 Jan 2022, Last Modified: 08 Jun 2023
- BioNLP@ACL 2022
- Readers: Everyone
Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations
Ioannis Dikeoulias, Saadullah Amin, Günter Neumann
- Published: 01 Jan 2022, Last Modified: 08 Jun 2023
- RepL4NLP@ACL 2022
- Readers: Everyone
T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition
Saadullah Amin, Guenter Neumann
- 2021 (modified: 14 Nov 2021)
- EACL (System Demonstrations) 2021
- Readers: Everyone
AutoEQA: Auto-Encoding Questions for Extractive Question Answering
Stalin Varanasi, Saadullah Amin, Guenter Neumann
- Published: 01 Jan 2021, Last Modified: 08 Jun 2023
- EMNLP (Findings) 2021
- Readers: Everyone
A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction
Saadullah Amin, Katherine Ann Dunfield, Anna Vechkaeva, Guenter Neumann
- 2020 (modified: 14 Nov 2021)
- BioNLP 2020
- Readers: Everyone
Linguistically inspired morphological inflection with a sequence to sequence model
Eleni Metheniti, Guenter Neumann, Josef van Genabith
- Published: 01 Jan 2020, Last Modified: 26 Jan 2024
- CoRR 2020
- Readers: Everyone
Wikinflection Corpus: A (Better) Multilingual, Morpheme-Annotated Inflectional Corpus
Eleni Metheniti, Guenter Neumann
- Published: 01 Jan 2020, Last Modified: 10 Apr 2024
- LREC 2020
- Readers: Everyone
LowFER: Low-rank Bilinear Pooling for Link Prediction
Saadullah Amin, Stalin Varanasi, Katherine Ann Dunfield, Günter Neumann
- 2020 (modified: 14 Nov 2021)
- ICML 2020
- Readers: Everyone

View all 61 publications

Co-Authors

View all 82 co-authors