Tollef Emil Jørgensen
About
MSc Computer Science (NTNU). PhD candidate in the MEGAS project (Metadata generation for auto-transcribed speech) which is part of SCRIBE (Machine transcription of Norwegian conversational speech), a collaboration between NTNU, NRK, the National Library of Norway and Telenor.
The working title for the thesis:
Summarization and metadata generation for conversational natural language
Throughout my work I will be uncovering and improving upon available techniques for enriching information in radio, podcasts and TV captions, mainly focused on aiding the hearing impaired. Focus areas include data manipulation from automatic speech recognition systems, metadata generation and summarization
Publications
2025
-
Skipanes, Mads Ladsten;
Jørgensen, Tollef Emil;
Porter, Kyle Andrew;
Yayilgan, Sule;
Demartini, Gianluca.
(2025)
Enhancing Criminal Investigation Analysis with Summarization and Memory-based Retrieval-Augmented Generation: A Comprehensive Evaluation of Real Case Data.
Proceedings of International Conference on Computational Linguistics (COLING)
Academic article
-
Jørgensen, Tollef Emil;
Breitung, Jens.
(2025)
Margins in Contrastive Learning: Evaluating Multi-task Retrieval for Sentence Embeddings.
NEALT Proceedings Series
Academic article
-
Jørgensen, Tollef Emil;
Riess, Mike.
(2025)
The BRAGE Benchmark: Evaluating Zero-shot Learning Capabilities of Large Language Models for Norwegian Customer Service Dialogues.
NEALT Proceedings Series
Academic article
-
Jørgensen, Tollef Emil;
Mengshoel, Ole Jakob.
(2025)
Cross-Lingual Sentence Compression for Length-Constrained Subtitles in Low-Resource Settings.
International Conference on Computational Linguistics (ICCL) (COLING)
Academic article
2024
-
Jørgensen, Tollef Emil;
Kåsen, Andre.
(2024)
Aligning the Norwegian UD Treebank with Entity and Coreference Information.
Proceedings of International Conference on Computational Linguistics (COLING)
Academic article
-
Jørgensen, Tollef Emil.
(2024)
PEAR at SemEval-2024 Task 1: Pair Encoding with Augmented Re-sampling for Semantic Textual Relatedness.
Association for Computational Linguistics
Academic chapter/article/Conference paper
2023
-
Skipanes, Mads Ladsten;
Jørgensen, Tollef Emil.
(2023)
Advancing Knowledge Discoveries in Criminal Investigations with Semantic Textual Similarity.
JURIX
Article in business/trade/industry journal
2022
-
Mæhlum, Petter;
Haug, Dag Trygve Truslew;
Jørgensen, Tollef Emil;
Kåsen, Andre;
Nøklestad, Anders;
Rønningstad, Egil.
(2022)
NARC – Norwegian Anaphora Resolution Corpus.
International Conference on Computational Linguistics (ICCL) (COLING)
Academic article
2020
-
Jørgensen, Tollef;
Gambäck, Björn.
(2020)
Augmenting Entity-level Sentiment Analysis with Coreference Resolution.
NTNU
Masters thesis
Journal publications
-
Skipanes, Mads Ladsten;
Jørgensen, Tollef Emil;
Porter, Kyle Andrew;
Yayilgan, Sule;
Demartini, Gianluca.
(2025)
Enhancing Criminal Investigation Analysis with Summarization and Memory-based Retrieval-Augmented Generation: A Comprehensive Evaluation of Real Case Data.
Proceedings of International Conference on Computational Linguistics (COLING)
Academic article
-
Jørgensen, Tollef Emil;
Breitung, Jens.
(2025)
Margins in Contrastive Learning: Evaluating Multi-task Retrieval for Sentence Embeddings.
NEALT Proceedings Series
Academic article
-
Jørgensen, Tollef Emil;
Riess, Mike.
(2025)
The BRAGE Benchmark: Evaluating Zero-shot Learning Capabilities of Large Language Models for Norwegian Customer Service Dialogues.
NEALT Proceedings Series
Academic article
-
Jørgensen, Tollef Emil;
Mengshoel, Ole Jakob.
(2025)
Cross-Lingual Sentence Compression for Length-Constrained Subtitles in Low-Resource Settings.
International Conference on Computational Linguistics (ICCL) (COLING)
Academic article
-
Jørgensen, Tollef Emil;
Kåsen, Andre.
(2024)
Aligning the Norwegian UD Treebank with Entity and Coreference Information.
Proceedings of International Conference on Computational Linguistics (COLING)
Academic article
-
Skipanes, Mads Ladsten;
Jørgensen, Tollef Emil.
(2023)
Advancing Knowledge Discoveries in Criminal Investigations with Semantic Textual Similarity.
JURIX
Article in business/trade/industry journal
-
Mæhlum, Petter;
Haug, Dag Trygve Truslew;
Jørgensen, Tollef Emil;
Kåsen, Andre;
Nøklestad, Anders;
Rønningstad, Egil.
(2022)
NARC – Norwegian Anaphora Resolution Corpus.
International Conference on Computational Linguistics (ICCL) (COLING)
Academic article
Part of book/report
-
Jørgensen, Tollef Emil.
(2024)
PEAR at SemEval-2024 Task 1: Pair Encoding with Augmented Re-sampling for Semantic Textual Relatedness.
Association for Computational Linguistics
Academic chapter/article/Conference paper
Report
-
Jørgensen, Tollef;
Gambäck, Björn.
(2020)
Augmenting Entity-level Sentiment Analysis with Coreference Resolution.
NTNU
Masters thesis