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Natural Language Processing

Natural Language Processing

Incremental Improvement of a Question Answering System by Re-ranking

We implement a method for re-ranking top-10 results of a state-of-the-art question answering (QA) system. The goal of our re-ranking approach is to improve the answer selection given the user question and the top-10 candidates. We focus on improving deployed QA systems that do not allow re-training or when re-training Read more…

By Michael Barz, 4 yearsMay 15, 2019 ago
Hybrid Translation Workflow
Natural Language Processing

Hybrid Human-Machine Translation Services

Crowdsourcing is recently used to automate complex tasks when computational systems alone fail. In this project, we investigate how humans can effectively contribute to automate natural language translation. The envisioned goal is a hybrid machine translation service that incrementally adapts machine translation models to new domains by employing human computation to Read more…

By Michael Barz, 5 yearsApril 12, 2018 ago
Natural Language Processing

Information Extraction and Facetted Search

As medical records may cover a very long history of diseases (up to 30 years) and include a vast number of diagnoses, symptoms, results, medications, and laboratory values, we could highly benefit from advanced search capabilities in clinical information systems to allow for the retrieval of relevant data. We propose Read more…

By Alexander Prange, 5 yearsMarch 24, 2018 ago
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