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Completed Thesis Projects

Master’s theses (30 credits)

2021

David Björelind and Oskar Hidén.
Clustering and Summarization of Chat Dialogues.
MSc in Computer Science and Engineering, 2021. External project at Visma, Oslo.
Examiner: Marco Kuhlmann. Supervisor: Ehsan Doostmohammadi.

Lukas Borggren.
Automatic Categorization of News Articles with Contextualized Language Models.
MSc in Computer Science and Engineering, 2021. External project at Bonnier News, Stockholm/Sundsvall.
Examiner: Marco Kuhlmann. Supervisor: Ali Basirat.

David Grönberg.
Extracting Salient Named Entities from Financial News Articles.
MSc in Computer Science, 2021. External project at Andra AP-fonden, Göteborg.
Examiner: Marco Kuhlmann. Supervisor: Ehsan Doostmohammadi.

Agaton Sjöberg.
Extracting Transaction Information from Financial Press Releases.
MSc in Computer Science and Engineering, 2021. External project at Modular Finance, Stockholm.
Examiner: Marco Kuhlmann. Supervisor: Ali Basirat.

Oskar Holmström.
Exploring Transformer-Based Contextual Knowledge Graph Embeddings: How the Design of the Attention Mask and the Input Structure Affect Learning in Transformer Models.
MSc in Computer Science and Engineering, 2021.
Examiner: Marco Kuhlmann. Supervisor: Jenny Kunz.

2020

Marc Pàmies Massip.
Multilingual Identification of Offensive Content in Social Media.
MSc in Computer Science, 2020. External project at Helsinki University.
Examiner: Marco Kuhlmann. Supervisors: Emily Öhman and Jörg Tiedemann.

Alexander Häger.
Contextualizing Music Recommendations.
MSc in Computer Science and Engineering, 2020. External project at Spotify, Boston, USA.
Examiner: Marco Kuhlmann. Supervisor: Arne Jönsson.

Min-Chun Shih.
Exploring Cross-lingual Sublanguage Classification with Multi-lingual Word Embeddings.
MSc in Statistics and Machine Learning, 2020.
Examiner: Oleg Sysoev. Supervisor: Marco Kuhlmann.

Robin Ellgren.
Exploring Emerging Entities and Named Entity Disambiguation in News Articles.
MSc in Information Technology, 2020. External project at iMatrics, Linköping.
Examiner: Arne Jönsson. Supervisor: Marco Kuhlmann.

Ludvig Westerdahl.
Predicting the Financial Impact of the CEO’s Comments in Quarterly Reports.
MSc in Computer Science, 2020. External project at Redeye, Stockholm.
Examiner: Arne Jönsson. Supervisor: Marco Kuhlmann.

Teodor Riddarhaage.
Identifying Content Blocks on Web Pages using Recursive Neural Networks and DOM-Tree Features.
MSc in Computer Science and Engineering, 2020. External project at Opera Software, Linköping.
Examiner: Arne Jönsson. Supervisor: Marco Kuhlmann.

Jesper Hedlund and Emma Nilsson Tengstrand.
A Comparison between Different Recommender System Approaches for a Book and an Author Recommender System.
MSc in Computer Science and Engineering, 2020. External project at Storytel Sweden AB, Stockholm.
Examiner: Arne Jönsson. Supervisor: Marco Kuhlmann.

Pontus Svensson.
Automated Image Suggestions for News Articles: An Evaluation of Text and Image Representations in an Image Retrieval System.
MSc in Computer Science and Engineering, 2020. External project at Consid, Linköping.
Examiner: Arne Jönsson. Supervisor: Marco Kuhlmann.

Rebecca Lindblom.
News Value Prediction with Textual Features and Machine Learning.
MSc in Computer Science and Engineering, 2020. External project at iMatrics, Linköping.
Examiner: Arne Jönsson. Supervisor: Marco Kuhlmann.

Ludvig Noring.
Predicting Swedish News Article Popularity.
MSc in Computer Science and Engineering, 2020. External project at Schibsted Sverige AB, Stockholm.
Examiner: Arne Jönsson. Supervisor: Marco Kuhlmann.

Simon Keisala.
Using a Character-Based Language Model for Caption Generation.
MSc in Computer Science, 2020.
Examiner: Marco Kuhlmann. Supervisor: Rita Kovordanyi.

2019

Harald Pettersson.
Sentiment Analysis and Transfer Learning Using Recurrent Neural Networks: An Investigation of the Power of Transfer Learning.
MSc in Computer Science and Engineering, 2019. External project at Findwise AB, Stockholm.
Examiner: Arne Jönsson. Supervisor: Marco Kuhlmann.

Milda Pocevičiūtė.
Machine Learning Framework for Automated Case Assignment of Radiology Report Requests.
MSc in Statistics and Machine Learning, 2019. External project at Sectra AB, Linköping.
Examiner: Krzysztof Bartoszek. Supervisor: Marco Kuhlmann.

Anna-Katharina Fürgut.
Mining Symptom Phrases within Free-Text Answers to Anamnesis Questionnaires.
MSc in Statistics and Machine Learning, 2019. External project at Doctrin AB, Stockholm.
Examiner: Annika Tillander. Supervisor: Marco Kuhlmann.

Harald Grant.
Extractive Multi-Document Summarization of News Articles.
MSc in Computer Science, 2019. External project at Schibsted Sverige AB, Stockholm.
Examiner: Marco Kuhlmann. Supervisor: Arne Jönsson.

Max Lund.
Duplicate Detection and Text Classification on Simplified Technical English.
MSc in Computer Science, 2019. External project at Etteplan, Linköping.
Examiner: Marco Kuhlmann. Supervisor: Arne Jönsson.

Johannes Palm Myllylä.
Domain Adaptation for Hypernym Discovery via Automatic Collection of Domain-Specific Training Data.
MSc in Computer Science and Engineering, 2019. External project at Fodina Language Technology AB, Linköping.
Examiner: Marco Kuhlmann. Supervisor: Jody Foo.

Gustav Gränsbo.
Word Clustering in an Interactive Text Analysis Tool.
MSc in Computer Science and Engineering, 2019. External project at Gavagai AB, Stockholm.
Examiner: Arne Jönsson. Supervisor: Marco Kuhlmann.

Daniel Roxbo.
A Detailed Analysis of Semantic Dependency Parsing with Deep Neural Networks.
MSc in Computer Science, 2019.
Examiner: Marco Kuhlmann. Supervisor: Robin Kurtz.

Sanne Ingvarsson.
Using Machine Learning to Learn from Bug Reports: Towards Improved Testing Efficiency.
MSc in Electrical Engineering, 2019. External project at Sectra AB, Linköping.
Examiner: Marco Kuhlmann. Supervisor: Arne Jönsson.

Oscar Johansson.
Weight Estimation and Evaluation of User Suggestions in Mobile Browsing.
MSc in Computer Science and Engineering, 2019. External project at Opera Software, Linköping.
Examiner: Marco Kuhlmann. Supervisor: Jody Foo.

Sijin Cheng.
Relevance Feedback-based Optimization of Search Queries for Patents.
MSc in Computer Science, 2019. External project at IamIP Sverige AB, Sundbyberg.
Examiner: Arne Jönsson. Supervisor: Marco Kuhlmann.

Alice Reinaudo.
Hierarchical Text Classification of Fiction Books.
MSc in Computer Science, 2019. External project at Storytel Sweden AB, Stockholm.
Examiner: Marco Kuhlmann. Supervisor: Måns Magnusson.

Fredrik Öhrström.
Cluster Analysis with Meaning: Detecting Texts that Convey the Same Message.
MSc in Computer Science, 2019. External project at Etteplan, Linköping.
Examiner: Marco Kuhlmann. Supervisor: Arne Jönsson.

2018

Jesper Bäck.
Domain Similarity Metrics for Predicting Transfer Learning Performance.
MSc in Computer Science, 2018. External project at Consid, Linköping.
Examiner: Marco Kuhlmann. Supervisor: Jody Foo.

Lina Gunnarsson.
Semiautomatic De-Identification of Patient Data.
MSc in Biomedical Engineering, 2018. External project at Sectra AB, Linköping.
Examiner: Magnus Borga. Supervisors: Marco Kuhlmann and Anette Karlsson.

Simon Lindblad.
Labeling Clinical Reports with Active Learning and Topic Modeling.
MSc in Computer Science, 2018. External project at Sectra AB, Linköping.
Examiner: Arne Jönsson. Supervisor: Marco Kuhlmann.

Justus Johansson Lindkvist.
Automatic De-Identification of Personally Identifiable Information.
MSc in Electrical Engineering, 2018. External project at Sectra AB, Linköping.
Examiner: Magnus Borga. Supervisors: Marco Kuhlmann and Anette Karlsson.

Riley Capshaw.
Relation Classification using Semantically-Enhanced Syntactic Dependency Paths: Combining Semantic and Syntactic Dependencies for Relation Classification using Long Short-Term Memory Networks.
MSc in Computer Science, 2018.
Examiner: Arne Jönsson. Supervisor: Marco Kuhlmann.

Before 2018

Francesco Cucari.
Development of an Artificial Intelligence System for Localizing Bugs in Large Industrial Software Projects.
MSc in Artificial Intelligence and Robotics, 2017. External project at Ericsson AB, Linköping.
Examiner: Marco Kuhlmann. Supervisor: Marco Kuhlmann.

Nils Axelsson.
Dynamic Programming Algorithms for Semantic Dependency Parsing.
MSc in Computer Science and Engineering, 2017.
Examiner: Arne Jönsson. Supervisor: Marco Kuhlmann.

Jesper Segeblad.
Putting a Spin on SPINN: Representations of Syntactic Structure in Neural Network Sentence Encoders for Natural Language Inference.
MSc in Cognitive Science, 2017.
Examiner: Arne Jönsson. Supervisor: Marco Kuhlmann.

Zonghan Wu.
Neural Networks for Dependency Parsing.
MSc in Statistics and Data Mining, 2016.
Examiner: Oleg Sysoev. Supervisor: Marco Kuhlmann.

Sophie Joelsson.
Developing a Web Application: A Usability Approach.
MSc in Computer Science, 2015.
Examiner: Marco Kuhlmann. Supervisor: Lars Ahrenberg.

Bachelor’s theses (15 credits)

Before 2018

Joakim Gylling.
Transition-Based Dependency Parsing with Neural Networks.
BSc in Software Engineering, 2017.
Examiner: Peter Dalenius. Supervisors: Rita Kovordanyi and Marco Kuhlmann.

Benjamin Helmersson.
Definition Extraction from Swedish Technical Documentation.
BA in Cognitive Science, 2016. External project at Fodina Language Technology AB, Linköping.
Examiner: Mattias Arvola. Supervisor: Marco Kuhlmann.

Jimmy Hammarbäck.
Konsekvent eller inkonsekvent terminologi? En studie i hur termer påverkar läsförståelse.
BA in Cognitive Science, 2015.
Examiner: Mattias Arvola. Supervisor: Marco Kuhlmann.

Martina Nyberg.
Kommunikativa funktioner hos emotikoner i svenska twitterinlägg.
BA in Cognitive Science, 2015. External project at Gavagai, Stockholm.
Examiner: Mattias Arvola. Supervisor: Marco Kuhlmann.

Charlie Forsgren.
Informationsarkitektur för militära piloter – Tillämpning och utvärdering av metoder från fältet.
BA in Cognitive Science, 2015. External project at Försvarsmaktens Luftstridsskola.
Examiner: Marco Kuhlmann. Supervisor: Mattias Arvola.

Sarah Hantosi Albertsson.
Textuella särdrag som kvalitet. En studie om att automatiskt mäta kvalitet i teknisk dokumentation.
BA in Cognitive Science, 2015. External project at Saab, Linköping.
Examiner: Mattias Arvola. Supervisor: Marco Kuhlmann.


Page responsible: Marco Kuhlmann
Last updated: 2021-08-26