Aron Henriksson

64 papers A 1B 8C 1Misc 7Journal 20Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	RAG-E: Quantifying Retriever-Generator Alignment and Failure Modes. CoRR Korbinian Randl, Guido Rocchietti, Aron Henriksson, Ziawasch Abedjan, Tony Lindgren, John Pavlopoulos
2025	—	`conf`	Data-Constrained Synthesis of Training Data for De-Identification. ACL (1) Thomas Vakili, Aron Henriksson, Hercules Dalianis
2025	J	`jnl`	Data-Constrained Synthesis of Training Data for De-Identification. CoRR Thomas Vakili, Aron Henriksson, Hercules Dalianis
2025	C	`conf`	Detecting Suicidal Ideation on Social Media Using Large Language Models with Zero-Shot Prompting. ICT4AWE Golnaz Nikmehr, Aritz Bilbao-Jayo, Aron Henriksson, Aitor Almeida
2025	J	`jnl`	Efficient Text Classification with Conformal In-Context Learning. CoRR Ippokratis Pantelidis, Korbinian Randl, Aron Henriksson
2025	—	`conf`	FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis. EMNLP (Findings) Juli Bakagianni, Korbinian Randl, Guido Rocchietti, Cosimo Rulli, Franco Maria Nardini, Salvatore Trani, Aron Henriksson, Anna Romanova, John Pavlopoulos
2025	J	`jnl`	Mind the gap: from plausible to valid self-explanations in large language models. Mach. Learn. Korbinian Randl, John Pavlopoulos, Aron Henriksson, Tony Lindgren
2025	J	`jnl`	SemEval-2025 Task 9: The Food Hazard Detection Challenge. CoRR Korbinian Randl, John Pavlopoulos, Aron Henriksson, Tony Lindgren, Juli Bakagianni
2025	—	`conf`	SweClinEval: A Benchmark for Swedish Clinical Natural Language Processing. NoDaLiDa/Baltic-HLT Thomas Vakili, Martin Hansson, Aron Henriksson
2024	—	`conf`	CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification. ACL (Findings) Korbinian Randl, John Pavlopoulos, Aron Henriksson, Tony Lindgren
2024	J	`jnl`	CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification. CoRR Korbinian Randl, John Pavlopoulos, Aron Henriksson, Tony Lindgren
2024	J	`jnl`	Evaluating Embeddings from Pre-Trained Language Models and Knowledge Graphs for Educational Content Recommendation. Future Internet Xiu Li, Aron Henriksson, Martin Duneld, Jalal Nouri, Yongchao Wu
2024	J	`jnl`	Evaluating the Reliability of Self-Explanations in Large Language Models. CoRR Korbinian Randl, John Pavlopoulos, Aron Henriksson, Tony Lindgren
2024	—	`conf`	Evaluating the Reliability of Self-explanations in Large Language Models. DS (1) Korbinian Randl, John Pavlopoulos, Aron Henriksson, Tony Lindgren
2024	—	`conf`	Selecting from Multiple Strategies Improves the Foreseeable Reasoning of Tool-Augmented Large Language Models. ECML/PKDD (3) Yongchao Wu, Aron Henriksson
2024	—	`conf`	Supporting Teaching-to-the-Curriculum by Linking Diagnostic Tests to Curriculum Goals: Using Textbook Content as Context for Retrieval-Augmented Generation with Large Language Models. AIED (1) Xiu Li, Aron Henriksson, Martin Duneld, Jalal Nouri, Yongchao Wu
2024	J	`jnl`	Text Retrieval in Restricted Domains by Pairwise Term Co-occurrence. Complex Syst. Informatics Model. Q. Eriks Sneiders, Aron Henriksson
2023	Misc	`conf`	Linking Swedish Learning Materials to Exercises through an AI-Enhanced Recommender System. MIS4TEL Xiu Li, Aron Henriksson, Jalal Nouri, Martin Duneld, Yongchao Wu
2023	J	`jnl`	Multimodal fine-tuning of clinical language models for predicting COVID-19 outcomes. Artif. Intell. Medicine Aron Henriksson, Yash Pawar, Pontus Hedberg, Pontus Nauclér
2023	B	`conf`	Towards Improving the Reliability and Transparency of ChatGPT for Educational Question Answering. EC-TEL Yongchao Wu, Aron Henriksson, Martin Duneld, Jalal Nouri
2022	Misc	`conf`	Automatic Educational Concept Extraction Using NLP. MIS4TEL Xiu Li, Jalal Nouri, Aron Henriksson, Martin Duneld, Yongchao Wu
2022	B	`conf`	Downstream Task Performance of BERT Models Pre-Trained Using Automatically De-Identified Clinical Data. LREC Thomas Vakili, Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis
2022	B	`conf`	Evaluating Pretraining Strategies for Clinical BERT Models. LREC Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis
2022	J	`jnl`	Holistic data-driven requirements elicitation in the big data era. Softw. Syst. Model. Aron Henriksson, Jelena Zdravkovic
2022	B	`conf`	Improving the Timeliness of Early Prediction Models for Sepsis through Utility Optimization. ICTAI Anastasios Lamproudis, Aron Henriksson, John Karlsson Valik, Pontus Nauclér
2022	B	`conf`	Leveraging Clinical BERT in Multimodal Mortality Prediction Models for COVID-19. CBMS Yash Pawar, Aron Henriksson, Pontus Hedberg, Pontus Nauclér
2022	—	`conf`	On the Impact of the Vocabulary for Domain-Adaptive Pretraining of Clinical Language Models. BIOSTEC (Selected Papers) Anastasios Lamproudis, Aron Henriksson
2022	Misc	`conf`	Retrieving Key Topical Sentences with Topic-Aware BERT When Conducting Automated Essay Scoring. MIS4TEL Yongchao Wu, Aron Henriksson, Jalal Nouri, Martin Duneld, Xiu Li
2022	—	`conf`	Vocabulary Modifications for Domain-adaptive Pretraining of Clinical Language Models. HEALTHINF Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis
2021	A	`conf`	Data-Driven Agile Requirements Elicitation through the Lenses of Situational Method Engineering. RE Xavier Franch, Aron Henriksson, Jolita Ralyté, Jelena Zdravkovic
2021	J	`jnl`	Data-Driven Requirements Elicitation: A Systematic Literature Review. SN Comput. Sci. Sachiko Lim, Aron Henriksson, Jelena Zdravkovic
2021	—	`conf`	De-identification of Clinical Text for Secondary Use: Research Issues. HEALTHINF Hanna Berg, Aron Henriksson, Uno Fors, Hercules Dalianis
2021	Misc	`conf`	Developing a Clinical Language Model for Swedish: Continued Pretraining of Generic BERT with In-Domain Data. RANLP Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis
2021	—	`conf`	Terminology Expansion with Prototype Embeddings: Extracting Symptoms of Urinary Tract Infection from Clinical Text. HEALTHINF Mahbub Ul Alam, Aron Henriksson, Hideyuki Tanushi, Emil Thiman, Pontus Nauclér, Hercules Dalianis
2020	Misc	`conf`	A Data-Driven Framework for Automated Requirements Elicitation from Heterogeneous Digital Sources. PoEM Aron Henriksson, Jelena Zdravkovic
2020	—	`conf`	Deep Learning from Heterogeneous Sequences of Sparse Medical Data for Early Prediction of Sepsis. HEALTHINF Mahbub Ul Alam, Aron Henriksson, John Karlsson Valik, Logan Morgan Ward, Pontus Nauclér, Hercules Dalianis
2020	—	`conf`	The Impact of De-identification on Downstream Named Entity Recognition in Clinical Text. LOUHI@EMNLP Hanna Berg, Aron Henriksson, Hercules Dalianis
2017	—	`conf`	Detecting Protected Health Information in Heterogeneous Clinical Notes. MedInfo Aron Henriksson, Maria Kvist, Hercules Dalianis
2016	J	`jnl`	Ensembles of randomized trees using diverse distributed representations of clinical events. BMC Medical Informatics Decis. Mak. Aron Henriksson, Jing Zhao, Hercules Dalianis, Henrik Boström
2016	J	`jnl`	Expansion of medical vocabularies using distributional semantics on Japanese patient blogs. J. Biomed. Semant. Magnus Ahltorp, Maria Skeppstedt, Shiho Kitajima, Aron Henriksson, Rafal Rzepka, Kenji Araki
2016	J	`jnl`	Learning temporal weights of clinical events using variable importance. BMC Medical Informatics Decis. Mak. Jing Zhao, Aron Henriksson
2015	B	`conf`	Cascading adverse drug event detection in electronic health records. DSAA Jing Zhao, Aron Henriksson, Henrik Boström
2015	—	`—`	Ensembles of Semantic Spaces: On Combining Models of Distributional Semantics with Applications in Healthcare. Aron Henriksson
2015	—	`conf`	Expanding a dictionary of marker words for uncertainty and negation using distributional semantics. Louhi@EMNLP Alyaa Alfalahi, Maria Skeppstedt, Rickard Ahlbom, Roza Baskalayci, Aron Henriksson, Lars Asker, Carita Paradis, Andreas Kerren
2015	—	`conf`	HEALTH BANK - A Workbench for Data Science Applications in Healthcare. CAiSE Industry Track Hercules Dalianis, Aron Henriksson, Maria Kvist, Sumithra Velupillai, Rebecka Weegar
2015	Misc	`conf`	Handling Temporality of Clinical Events for Drug Safety Surveillance. AMIA Jing Zhao, Aron Henriksson, Maria Kvist, Lars Asker, Henrik Boström
2015	J	`jnl`	Identifying adverse drug event information in clinical notes with distributional semantic representations of context. J. Biomed. Informatics Aron Henriksson, Maria Kvist, Hercules Dalianis, Martin Duneld
2015	J	`jnl`	Learning multiple distributed prototypes of semantic categories for named entity recognition. Int. J. Data Min. Bioinform. Aron Henriksson
2015	J	`jnl`	Louhi 2014: Special issue on health text mining and information analysis. BMC Medical Informatics Decis. Mak. Sumithra Velupillai, Martin Duneld, Aron Henriksson, Maria Kvist, Maria Skeppstedt, Hercules Dalianis
2015	—	`conf`	Modeling electronic health records in ensembles of semantic spaces for adverse drug event detection. BIBM Aron Henriksson, Jing Zhao, Henrik Boström, Hercules Dalianis
2015	B	`conf`	Modeling heterogeneous clinical sequence data in semantic space for adverse drug event detection. DSAA Aron Henriksson, Jing Zhao, Henrik Boström, Hercules Dalianis
2015	J	`jnl`	Predictive modeling of structured electronic health records for adverse drug event detection. BMC Medical Informatics Decis. Mak. Jing Zhao, Aron Henriksson, Lars Asker, Henrik Boström
2015	—	`conf`	Representing Clinical Notes for Adverse Drug Event Detection. Louhi@EMNLP Aron Henriksson
2014	—	`conf`	Detecting Adverse Drug Events Using Concept Hierarchies of Clinical Codes. ICHI Jing Zhao, Aron Henriksson, Henrik Boström
2014	—	`conf`	Detecting adverse drug events with multiple representations of clinical measurements. BIBM Jing Zhao, Aron Henriksson, Lars Asker, Henrik Boström
2014	—	`conf`	EACL - Expansion of Abbreviations in CLinical text. PITR@EACL Lisa Tengstrand, Beáta Megyesi, Aron Henriksson, Martin Duneld, Maria Kvist
2014	—	`conf`	Generating features for named entity recognition by learning prototypes in semantic space: The case of de-identifying health records. BIBM Aron Henriksson, Hercules Dalianis, Stewart Kowalski
2014	—	`ed.`	Proceedings of the 5th International Workshop on Health Text Mining and Information Analysis, Louhi@EACL 2014, Gothenburg, Sweden, April 27, 2014 Louhi@EACL Sumithra Velupillai, Martin Duneld, Maria Kvist, Hercules Dalianis, Maria Skeppstedt, Aron Henriksson
2014	J	`jnl`	Synonym extraction and abbreviation expansion with ensembles of semantic spaces. J. Biomed. Semant. Aron Henriksson, Hans Moen, Maria Skeppstedt, Vidas Daudaravicius, Martin Duneld
2013	—	`conf`	Corpus-Driven Terminology Development: Populating Swedish SNOMED CT with Synonyms Extracted from Electronic Health Records. BioNLP@ACL Aron Henriksson, Maria Skeppstedt, Maria Kvist, Martin Duneld, Mike Conway
2013	Misc	`conf`	Identifying Synonymy between SNOMED Clinical Terms of Varying Length Using Distributional Analysis of Electronic Health Records. AMIA Aron Henriksson, Mike Conway, Martin Duneld, Wendy Webber Chapman
2011	B	`conf`	Diagnosis Code Assignment Support Using Random Indexing of Patient Records - A Qualitative Feasibility Study. AIME Aron Henriksson, Martin Hassel, Maria Kvist
2011	—	`conf`	Something Old, Something New - Applying a Pre-trained Parsing Model to Clinical Swedish. NODALIDA Martin Duneld, Aron Henriksson, Sumithra Velupillai
2010	—	`conf`	Levels of certainty in knowledge-intensive corpora: an initial annotation study. NeSp-NLP@ACL Aron Henriksson, Sumithra Velupillai