Clustering Ideological Terms in Historical Newspaper Data with Diachronic Word Embeddings. - Jani Marjanen; Lidia Pivovarova; Elaine Zosa; Jussi Kurunmäki (HistoInformatics@TPDL, 2019)

Multilingual Dynamic Topic Model. - Elaine Zosa; Mark Granroth-Wilding (RANLP, 2019)

Topic Modelling Discourse Dynamics in Historical Newspapers. - Jani Marjanen; Elaine Zosa; Simon Hengchen; Lidia Pivovarova; Mikko Tolonen (DHN Post-Proceedings, 2020)

Personal Research Assistant for Online Exploration of Historical News. - Lidia Pivovarova; Axel Jean-Caurant; Jari Avikainen; Khalid Al-Najjar; Mark Granroth-Wilding; Leo Leppänen; Elaine Zosa; Hannu Toivonen (ECIR (2), 2020)

A Comparison of Unsupervised Methods for Ad hoc Cross-Lingual Document Retrieval. - Elaine Zosa; Mark Granroth-Wilding; Lidia Pivovarova (CLSSTS@LREC, 2020)

Discovery Team at SemEval-2020 Task 1: Context-sensitive Embeddings Not Always Better than Static for Semantic Change Detection. - Matej Martinc; Syrielle Montariol; Elaine Zosa; Lidia Pivovarova (SemEval@COLING, 2020)

Capturing Evolution in Word Usage: Just Add More Clusters? - Matej Martinc; Syrielle Montariol; Elaine Zosa; Lidia Pivovarova (WWW (Companion Volume), 2020)

The expansion of isms, 1820-1917: Data-driven analysis of political language in digitized newspaper collections. - Jani Marjanen; Jussi Kurunmäki; Lidia Pivovarova; Elaine Zosa (J. Data Min. Digit. Humanit., 2020)

Interesting cross-border news discovery using cross-lingual article linking and document similarity. - Boshko Koloski; Elaine Zosa; Timen Stepisnik Perdih; Blaz Skrlj; Tarmo Paju; Senja Pollak (EACL (Hackashop), 2021)

EMBEDDIA Tools, Datasets and Challenges: Resources and Hackathon Contributions. - Senja Pollak; Marko Robnik-Sikonja; Matthew Purver; Michele Boggia; Ravi Shekhar; Marko Pranjic; Salla Salmela; Ivar Krustok; Tarmo Paju; Carl-Gustav Linden; Leo Leppänen; Elaine Zosa; et al. (EACL (Hackashop), 2021)

Evaluating the Robustness of Embedding-Based Topic Models to OCR Noise. - Elaine Zosa; Stephen Mutuvi; Mark Granroth-Wilding; Antoine Doucet (ICADL, 2021)

Benchmarks for Unsupervised Discourse Change Detection. - Quan Duong; Lidia Pivovarova; Elaine Zosa (HistoInformatics@JCDL, 2021)

Visual Topic Modelling for NewsImage Task at MediaEval 2021. - Lidia Pivovarova; Elaine Zosa (MediaEval, 2021)

Not All Comments Are Equal: Insights into Comment Moderation from a Topic-Aware Model. - Elaine Zosa; Ravi Shekhar; Mladen Karan; Matthew Purver (RANLP, 2021)

Multilingual and Multimodal Topic Modelling with Pretrained Embeddings. - Elaine Zosa; Lidia Pivovarova (COLING, 2022)

Multilingual Topic Labelling of News Topics Using Ontological Mapping. - Elaine Zosa; Lidia Pivovarova; Michele Boggia; Sardana Ivanova (ECIR (2), 2022)

Effectiveness of Data Augmentation and Pretraining for Improving Neural Headline Generation in Low-Resource Settings. - Matej Martinc; Syrielle Montariol; Lidia Pivovarova; Elaine Zosa (LREC, 2022)

EMBEDDIA at SemEval-2022 Task 8: Investigating Sentence, Image, and Knowledge Graph Representations for Multilingual News Article Similarity. - Elaine Zosa; Emanuela Boros; Boshko Koloski; Lidia Pivovarova (SemEval@NAACL, 2022)

Grounded and well-rounded: a methodological approach to the study of cross-modal and cross-lingual grounding. - Timothee Mickus; Elaine Zosa; Denis Paperno (EMNLP (Findings), 2023)

SemEval-2024 Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistakes. - Timothee Mickus; Elaine Zosa; Raúl Vázquez; Teemu Vahtola; Jörg Tiedemann; Vincent Segonne; Alessandro Raganato; Marianna Apidianaki (SemEval@NAACL, 2024)

SemEval-2024 Shared Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistakes. - Timothee Mickus; Elaine Zosa; Raúl Vázquez; Teemu Vahtola; Jörg Tiedemann; Vincent Segonne; Alessandro Raganato; Marianna Apidianaki (CoRR, 2024)

SemEval-2024 Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistakes. - Timothee Mickus; Elaine Zosa; Raúl Vázquez; Teemu Vahtola; Jörg Tiedemann; Vincent Segonne; Alessandro Raganato; Marianna Apidianaki (Zenodo, 2024)

Poro 34B and the Blessing of Multilinguality. - Risto Luukkonen; Jonathan Burdge; Elaine Zosa; Aarne Talman; Ville Komulainen; Väinö Hatanpää; Peter Sarlin; Sampo Pyysalo (NoDaLiDa/Baltic-HLT, 2025)

Got Compute, but No Data: Lessons From Post-training a Finnish LLM. - Elaine Zosa; Ville Komulainen; Sampo Pyysalo (NoDaLiDa/Baltic-HLT, 2025)

SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration Mistakes. - Raúl Vázquez; Timothee Mickus; Elaine Zosa; Teemu Vahtola; Jörg Tiedemann; Aman Sinha 002; Vincent Segonne; Fernando Sánchez-Vega; Alessandro Raganato; Jindrich Libovický; Jussi Karlgren; Shaoxiong Ji; et al. (CoRR, 2025)