Tollef Emil JÃ. rgensen — accepted AI-conference papers

2025

Cross-Lingual Sentence Compression for Length-Constrained Subtitles in Low-Resource Settings

Tollef Emil JÃ. rgensen, Ole Jakob Mengshoel

COLING 2025main

This paper explores the joint task of machine translation and sentence compression, emphasizing its application in subtitle generation for broadcast and live media for low-resource languages and hardware. We develop CLSC (Cross-Lingual Sentence Compression), a system trained on openly available para…

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2025

Enhancing Criminal Investigation Analysis with Summarization and Memory-based Retrieval-Augmented Generation: A Comprehensive Evaluation of Real Case Data

Mads Skipanes, Tollef Emil JÃ. rgensen, Kyle Porter, Gianluca Demartini, Sule Yildirim Yayilgan

COLING 2025main

This study introduces KriRAG, a novel Retrieval-Augmented Generation (RAG) architecture designed to assist criminal investigators in analyzing information and overcoming the challenge of information overload. KriRAG structures and summarizes extensive document collections based on existing investiga…

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