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Ehsan Doostmohammadi

Publications

2026

Ehsan Doostmohammadi (2026) Toward Understanding and Enhancing the Training and Evaluation of Language Models: A Study on Vision, Instruction Tuning, and Retrieval Augmentation

2025

Ehsan Doostmohammadi, Marco Kuhlmann (2025) Studying the Role of Input-Neighbor Overlap in Retrieval-Augmented Language Models Training Efficiency Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, p. 26847-26856 (Conference paper) Continue to DOI

2024

Ehsan Doostmohammadi, Oskar Holmström, Marco Kuhlmann (2024) How Reliable Are Automatic Evaluation Methods for Instruction-Tuned LLMs? Findings of the Association for Computational Linguistics: EMNLP 2024, p. 6321-6336 (Conference paper) Continue to DOI

2023

Tobias Norlund, Ehsan Doostmohammadi, Richard Johansson, Marco Kuhlmann (2023) On the Generalization Ability of Retrieval-Enhanced Transformers Findings of the Association for Computational Linguistics: EACL 2023, p. 1485-1493 (Conference paper) Continue to DOI
Oskar Holmström, Ehsan Doostmohammadi (2023) Making Instruction Finetuning Accessible to Non-English Languages: A Case Study on Swedish Models Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa), p. 634-642 (Conference paper)

Research

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WASP at Department of Computer and Information Science (IDA)

WASP, Wallenberg AI autonomous systems and software program, is the largest individual research investment in Sweden in modern times. One of the WASP research environments at LiU is located at the Department of Computer and Information Science.

About the division

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Artificial Intelligence and Integrated Computer Systems (AIICS)

The AIICS division is part of the Department of Computer and Information Science. The division's main focus is research and teaching in artificial intelligence, its theoretical foundations and its applications.

Colleagues at AIICS

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Tohid Ardeshiri
Senior Research Coordinator
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Mohsen Asgari
PhD student
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David Bergström
PhD student
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Marcel Bollmann
Associate Professor
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Lukas Borggren
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Rex Bringula
Postdoc
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Andreas Bueff
Postdoc
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Magnus Bång
Professor
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Sanjay Chakraborty
Postdoc
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Peter Dalenius
Lecturer
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Patrick Doherty
Professor
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Dominik Drexler
Postdoc
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Josef Fagerström
PhD student
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Hoda Fakhar
PhD student
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Johannes Klaus Fichte
Associate Professor
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Markus Fritzsche
PhD student
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Martin Funkquist
PhD student
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Jiahui Geng
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Elliot Gestrin
PhD student
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Kevin Glocker
PhD student
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Daniel Gnad
Assistant Professor, Docent
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Johanna Groven
PhD student
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Christian Gustavsson
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Hugo-Henrik Hachem
Postdoc
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Arash Haratian
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Daniel Harrysson
PhD student
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Kristina von Hausswolff
Postdoc
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Fredrik Heintz
Professor, Head of Division, Head of Unit
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Joline Hellström
PhD student
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Oskar Holmström
PhD student
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Paul Höft
PhD student
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Leo Jarhede
Teaching Assistant
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Oliver Harold Joergensen
PhD student
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Mikael Johansson
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Peter Jonsson
Professor, Head of Unit
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Marco Kuhlmann
Deputy Head of Department, Professor, Head of Unit
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Kätriin Kukk
PhD student
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Jenny Kunz
Postdoc
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Jonas Kvarnström
Associate Professor, Docent
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Victor Lagerkvist
Senior Associate Professor
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Arnaud Lequen
Postdoc
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Kristina Levina
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Katerina Linden
Postdoc
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Marcus Lång
PhD student
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Mohamed Maizia
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Dennis Malmgren
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Linda Mannila
Visiting Professor
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Jingwei Mao
Research Engineer
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Damien Van Meerbeeck
PhD student
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Arman Mohammadi
Postdoc
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Mariam Musavi
PhD student
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Farid Musayev
PhD student
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Mikael Nilsson
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Ulf Nilsson
Professor Emeritus
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Romina Oji
PhD student
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George Osipov
Postdoc
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Tommy Persson
Research Engineer
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Piotr Rudol
Research Engineer
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Jennifer Santos
PhD student
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Jendrik Seipp
Senior Associate Professor, Head of Unit
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Md Fahim Sikder
PhD student
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Mika Skjelnes
PhD student
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Amath Sow
PhD student
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Gustaf Söderholm
PhD student
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Jordan Thayer
Postdoc
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Mattias Tiger
Assistant Professor
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Olle Torstensson
PhD student
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Diana Unander
Senior Coordinator
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Jorke de Vlas
PhD student
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Cajsa Wargren
PhD student
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Emil Wiman
PhD student
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Mariusz Wzorek
Assistant Professor, Head of Unit

About the department

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Department of Computer and Information Science (IDA)

The Department of Computer and Information Science is one of the largest departments in northern Europe in its field. Research activity covers artificial intelligence, human-computer interaction, software and computer systems, and data science.

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