LAVIS (Learning and Visual Systems)
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2021
An Open-World Extension to Rule-Based Knowledge Graph Completion.
Tobias Uhmann, Master's Thesis, 2021.
Unsupervised Neural Text Search using Retrieval-Augmented Language Modeling.
Viola Campos, Master's Thesis, 2021.
Few-Shot Relation Classification using Indicator Prediction.
Dominic Petrak, Master's Thesis, 2021.
Fast Cluster-Based Similarity Search for Information Retrieval.
Melina Meyer, Master's Thesis, 2021.
A syntax-aware Transformer Model for Test Completion.
Jonas Depoix, Master's Thesis, 2021.
Code Completion from Natural Language Comments using Generative Transformer Models.
Philipp Altmeyer, Master's Thesis, 2021.
Selektive Inferenz für Relationsklassen mit Information Retrieval und Gauß'schen Prozessen.
Stefan Benack, Bachelor's Thesis, 2021.
Visualisierung des Verhaltens neuronaler Sprachmodelle.
Nadia Al-Alami, Bachelor's Thesis, 2021.
2020
Interactive Open-world Knowledge Graph Completion with Reinforcement Learning.
Lukas Hück, Master's Thesis, 2020.
Coreference Resolution with BERT.
Thomas Kliche, Master's Thesis, 2020.
Interactive Open-world Knowledge Graph Completion with Reinforcement Learning.
Lukas Hück, Master's Thesis, 2020.
Semantische Passagensuche im OpenLegal-Korpus mit Attention Networks.
Marcel Lamott, Bachelor's Thesis, 2020.
Prognose fehlender Fakten in Wissensgraphen mittels Generalisierung von Zufallspfaden.
Yannick Ramsahye, Bachelor's Thesis, 2020.
Detektion von Near Duplicate Dokumenten mit Min Hashing.
Farnod Bahrolloloomi, Bachelor's Thesis, 2020.
2019
Relation Extraction with Attention-based Transfer Learning (
Text
)
Markus Eberts, Master's Thesis, 2019.
Embedding-based and Hybrid Entity Linking in Unstructured Text
Nadja Kurz, Master's Thesis, 2019.
Implementierung und Evaluation aktueller Named Entity Recognition Ansätze für die deutsche Sprache
Kevin Stowers, Masters's Thesis, 2019.
Method Ranking in Java Source Code using Masked Language Modeling
Felix Binder, Masters's Thesis, 2019.
Regelbasierter Ansatz zur KnowledgeGraph Completion
Lena Debatin, Bachelor's Thesis, 2019.
Annäherung der Word Movers Distance durch ein neuronales Modell
Dustin Ringel, Bachelor's Thesis, 2019.
Ein Framework für kontextspezifische Textsuche
Omarualmukktar Amarkhel, Bachelor's Thesis, 2019.
2018
A Neural Embedding Compressor for Scalable Document Search (
Text
|
Code
)
Felix Hamann, Master's Thesis, 2018