Systematic Comparison of Neural Architectures and Training Approaches for Open Information Extraction. - Patrick Hohenecker; Frank Mtumbuka; Vid Kocijan; Thomas Lukasiewicz (EMNLP (1), 2020)

Syntactically Rich Discriminative Training: An Effective Method for Open Information Extraction. - Frank Mtumbuka; Thomas Lukasiewicz (EMNLP, 2022)

Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence. - Myeongjun Jang; Frank Mtumbuka; Thomas Lukasiewicz (NAACL-HLT (Findings), 2022)

EnCore: Pre-Training Entity Encoders using Coreference Chains. - Frank Mtumbuka; Steven Schockaert (CoRR, 2023)

EnCore: Fine-Grained Entity Typing by Pre-Training Entity Encoders on Coreference Chains. - Frank Mtumbuka; Steven Schockaert (EACL (1), 2024)

Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction. - Frank Mtumbuka; Steven Schockaert (EMNLP (Findings), 2024)