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Journal Articles
- 2025
[j2]Lorena Calvo-Bartolomé
, Diamadis Tziotzios, Saúl Blanco-Fortes, David Pérez-Fernández, Jerónimo Arenas-García:
Topic models for decision-support systems. Part I: Training, representation and exploitation of topic models. Eng. Appl. Artif. Intell. 159: 111424 (2025)- [j1]Lorena Calvo-Bartolomé, Jerónimo Arenas-García:
Topic models for decision-support systems, Part II: Expert-in-the-loop hierarchical topic models. Eng. Appl. Artif. Intell. 159: 111508 (2025)
Conference and Workshop Papers
- 2025
- [c4]Zongxia Li, Lorena Calvo-Bartolomé, Alexander Miserlis Hoyle, Paiheng Xu, Daniel Kofi Stephens, Juan Francisco Fung, Alden Dima, Jordan Lee Boyd-Graber:
Large Language Models Struggle to Describe the Haystack without Human Help: A Social Science-Inspired Evaluation of Topic Models. ACL (1) 2025: 7583-7604 - [c3]Alexander Miserlis Hoyle, Lorena Calvo-Bartolomé, Jordan Lee Boyd-Graber, Philip Resnik:
ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering. ACL (1) 2025: 15872-15897 - [c2]Lorena Calvo-Bartolomé, Jerónimo Arenas-García, David Pérez Fernández:
CASE: Large Scale Topic Exploitation for Decision Support Systems. COLING (Demonstrations) 2025: 151-162 - 2023
- [c1]Lorena Calvo-Bartolomé, José Antonio Espinosa Melchor, Jerónimo Arenas-García:
ITMT: Interactive Topic Model Trainer. EACL (System Demonstrations) 2023: 43-49
Informal and Other Publications
- 2025
- [i5]Zongxia Li, Lorena Calvo-Bartolomé, Alexander Miserlis Hoyle, Paiheng Xu, Alden Dima, Juan Francisco Fung, Jordan L. Boyd-Graber:
Large Language Models Struggle to Describe the Haystack without Human Help: Human-in-the-loop Evaluation of LLMs. CoRR abs/2502.14748 (2025) - [i4]Alexander Miserlis Hoyle, Lorena Calvo-Bartolomé, Jordan L. Boyd-Graber, Philip Resnik:
ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering. CoRR abs/2507.00828 (2025) - [i3]Chenfei Xiong, Jingwei Ni, Yu Fan, Vilém Zouhar, Donya Rooein, Lorena Calvo-Bartolomé, Alexander Miserlis Hoyle, Zhijing Jin, Mrinmaya Sachan, Markus Leippold, Dirk Hovy, Mennatallah El-Assady, Elliott Ash:
Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification. CoRR abs/2507.05010 (2025) - [i2]Lorena Calvo-Bartolomé, Valérie Aldana, Karla Cantarero, Alonso Madroñal de Mesa, Jerónimo Arenas-García, Jordan L. Boyd-Graber:
Discrepancy Detection at the Data Level: Toward Consistent Multilingual Question Answering. CoRR abs/2510.11928 (2025) - 2022
- [i1]Lorena Calvo-Bartolomé, Jerónimo Arenas-García:
Federated Neural Topic Models. CoRR abs/2212.02269 (2022)
Coauthor Index
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