3 papers
cs.CL2024
Combining Embeddings and Domain Knowledge for Job Posting Duplicate Detection
Matthias Engelbach, Dennis Klau, Maximilien Kintz +1
Job descriptions are posted on many online channels, including company websites, job boards or social media platforms. These descriptions are usually published with varying text fo…
cs.CL2023
Fine-tuning and aligning question answering models for complex information extraction tasks
Matthias Engelbach, Dennis Klau, Felix Scheerer +2
The emergence of Large Language Models (LLMs) has boosted performance and possibilities in various NLP tasks. While the usage of generative AI models like ChatGPT opens up new oppo…
cs.AI2022
Combining Deep Learning and Reasoning for Address Detection in Unstructured Text Documents
Matthias Engelbach, Dennis Klau, Jens Drawehn +1
Extracting information from unstructured text documents is a demanding task, since these documents can have a broad variety of different layouts and a non-trivial reading order, li…