Jennifer D'Souza

143 papers A* 3B 5Misc 1Journal 65Unranked 62
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Extreme Multi-label Text Classification (XMTC) Library Dataset: What if we took "Use of Practical AI in Digital Libraries" seriously?
CoRR
Jennifer D'Souza, Sameer Sadruddin, Maximilian Kähler, Andrea Salfinger, Luca Zaccagna, Francesca Incitti, Lauro Snidaro, Osma Suominen
2026 J jnl
Diagnosing Structural Failures in LLM-Based Evidence Extraction for Meta-Analysis.
CoRR
Zhiyin Tan, Jennifer D'Souza
2026 J jnl
KGEval: Evaluating Scientific Knowledge Graphs with Large Language Models.
Inf.
Vladyslav Nechakhin, Jennifer D'Souza, Steffen Eger, Sören Auer
2026 J jnl
Publishing FAIR and Machine-actionable Reviews in Materials Science: The Case for Symbolic Knowledge in Neuro-symbolic Artificial Intelligence.
CoRR
Jennifer D'Souza, Sören Auer, Eleni Poupaki, Alex Watkins, Anjana Devi, Riikka L. Puurunen, Bora Karasulu, Adrie Mackus, Erwin Kessels
2025 — conf
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model Evaluation.
IRCDL
Zhiyin Tan, Jennifer D'Souza
2025 J jnl
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model Evaluation.
CoRR
Zhiyin Tan, Jennifer D'Souza
2025 — conf
DeepResearch
SEMANTiCS (Posters, Demos, Workshops & Tutorials)
Jennifer D'Souza, Endres Keno Sander, Andrei C. Aioanei
2025 J jnl
DeepResearch
CoRR
Jennifer D'Souza, Endres Keno Sander, Andrei C. Aioanei
2025 — conf
LLMs4OL 2025 Overview: The 2nd Large Language Models for Ontology Learning Challenge.
LLMs4OL@ISWC
Hamed Babaei Giglou, Jennifer D'Souza, Nandana Mihindukulasooriya, Sören Auer
2025 — ed.
LLMs4OL 2025: The 2nd Large Language Models for Ontology Learning Challenge at the 24th ISWC, Co-located with the 24th International Semantic Web Conference (ISWC 2025), Nara, Japan, November 2-6, 2025
LLMs4OL@ISWC
Hamed Babaei Giglou, Jennifer D'Souza, Andrei C. Aioanei, Nandana Mihindukulasooriya, Sören Auer
2025 — conf
LLMs4SchemaDiscovery: A Human-in-the-Loop Workflow for Scientific Schema Mining with Large Language Models.
ESWC (2)
Sameer Sadruddin, Jennifer D'Souza, Eleni Poupaki, Alex Watkins, Hamed Babaei Giglou, Anisa Rula, Bora Karasulu, Sören Auer, Adrie Mackus, Erwin Kessels
2025 J jnl
LLMs4SchemaDiscovery: A Human-in-the-Loop Workflow for Scientific Schema Mining with Large Language Models.
CoRR
Sameer Sadruddin, Jennifer D'Souza, Eleni Poupaki, Alex Watkins, Hamed Babaei Giglou, Anisa Rula, Bora Karasulu, Sören Auer, Adrie Mackus, Erwin Kessels
2025 — conf
MammoTab 25: A Large-Scale Dataset for Semantic Table Interpretation - Training, Testing, and Detecting Weaknesses.
ISWC (2)
Marco Cremaschi, Federico Belotti, Jennifer D'Souza, Matteo Palmonari
2025 J jnl
Mining for Species, Locations, Habitats, and Ecosystems from Scientific Papers in Invasion Biology: A Large-Scale Exploratory Study with Large Language Models.
CoRR
Jennifer D'Souza, Zachary M. Laubach, Tarek Al Mustafa, Sina Zarrieß, Robert Frühstückl, Phyllis Illari
2025 J jnl
NFDI4DS Shared Tasks for Scholarly Document Processing.
CoRR
Raia Abu Ahmad, Rana Abdulla, Tilahun Abedissa Taffa, Sören Auer, Hamed Babaei Giglou, Ekaterina Borisova, Zongxiong Chen, Stefan Dietze, Jennifer D'Souza, Mayra Elwes, Genet Asefa Gesese, Shufan Jiang, Ekaterina Kutafina, Philipp Mayr, Georg Rehm, Sameer Sadruddin, Sonja Schimmler, Daniel Schneider, Kanishka Silva, Sharmila Upadhyaya, Ricardo Usbeck
2025 — conf
NFDI4DS: Shared Tasks for Scholarly Document Processing.
INFORMATIK
Raia Abu Ahmad, Rana Abdulla, Tilahun Abedissa Taffa, Sören Auer, Hamed Babaei Giglou, Ekaterina Borisova, Zongxiong Chen, Stefan Dietze, Jennifer D'Souza, Mayra Elwes, Genet Asefa Gesese, Shufan Jiang, Ekaterina Kutafina, Philipp Mayr, Georg Rehm, Sameer Sadruddin, Sonja Schimmler, Daniel Schneider, Kanishka Silva, Sharmila Upadhyaya, Ricardo Usbeck
2025 — conf
OntoAligner Meets Knowledge Graph Embedding Aligners.
OM@ISWC
Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer, Mahsa Sanaei
2025 J jnl
OntoAligner Meets Knowledge Graph Embedding Aligners.
CoRR
Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer, Mahsa Sanaei
2025 — conf
OntoAligner: A Comprehensive Modular and Robust Python Toolkit for Ontology Alignment.
ESWC (2)
Hamed Babaei Giglou, Jennifer D'Souza, Oliver Karras, Sören Auer
2025 J jnl
OntoAligner: A Comprehensive Modular and Robust Python Toolkit for Ontology Alignment.
CoRR
Hamed Babaei Giglou, Jennifer D'Souza, Oliver Karras, Sören Auer
2025 — conf
Preface for LLMs4OL 2025: The 2nd Large Language Models for Ontology Learning Challenge at the 24th ISWC.
LLMs4OL@ISWC
Hamed Babaei Giglou, Jennifer D'Souza, Andrei C. Aioanei, Nandana Mihindukulasooriya, Sören Auer
2025 — conf
Preface for the Symbolic and Generative AI for Science.
SEMANTiCS (Posters, Demos, Workshops & Tutorials)
Sanju Tiwari, Jennifer D'Souza, Daniil Dobriy, Sören Auer
2025 — conf
Research Knowledge Graphs: The Shifting Paradigm of Scholarly Information Representation.
ESWC (2)
Matthäus Zloch, Danilo Dessì, Jennifer D'Souza, Leyla Jael Castro, Benjamin Zapilko, Saurav Karmakar, Brigitte Mathiak, Markus Stocker, Wolfgang Otto, Sören Auer, Stefan Dietze
2025 J jnl
Research Knowledge Graphs: the Shifting Paradigm of Scholarly Information Representation.
CoRR
Matthäus Zloch, Danilo Dessì, Jennifer D'Souza, Leyla Jael Castro, Benjamin Zapilko, Saurav Karmakar, Brigitte Mathiak, Markus Stocker, Wolfgang Otto, Sören Auer, Stefan Dietze
2025 J jnl
SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library's Open-Access Catalog.
CoRR
Jennifer D'Souza, Sameer Sadruddin, Holger Israel, Mathias Begoin, Diana Slawig
2025 J jnl
Toward purpose-oriented topic model evaluation enabled by large language models.
Int. J. Digit. Libr.
Zhiyin Tan, Jennifer D'Souza
2025 J jnl
Towards AI-Supported Research: a Vision of the TIB AIssistant.
CoRR
Sören Auer, Allard Oelen, Mohamad Yaser Jaradeh, Mutahira Khalid, Farhana Keya, Sasi Kiran Gaddipati, Jennifer D'Souza, Lorenz Schlüter, Amirreza Alasti, Gollam Rabby, Azanzi Jiomekong, Oliver Karras
2025 J jnl
Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation.
CoRR
Steffen Eger, Yong Cao, Jennifer D'Souza, Andreas Geiger, Christian Greisinger, Stephanie Gross, Yufang Hou, Brigitte Krenn, Anne Lauscher, Yizhi Li, Chenghua Lin, Nafise Sadat Moosavi, Wei Zhao, Tristan Miller
2025 — conf
YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering.
ACL (1)
Jennifer D'Souza, Hamed Babaei Giglou, Quentin Münch
2025 J jnl
YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering.
CoRR
Jennifer D'Souza, Hamed Babaei Giglou, Quentin Münch
2024 — conf
A FAIR and Free Prompt-Based Research Assistant.
NLDB (2)
Mahsa Shamsabadi, Jennifer D'Souza
2024 J jnl
A FAIR and Free Prompt-based Research Assistant.
CoRR
Mahsa Shamsabadi, Jennifer D'Souza
2024 J jnl
Astro-NER - Astronomy Named Entity Recognition: Is GPT a Good Domain Expert Annotator?
CoRR
Julia Evans, Sameer Sadruddin, Jennifer D'Souza
2024 — conf
CLEF 2024 SimpleText Track - Improving Access to Scientific Texts for Everyone.
ECIR (6)
Liana Ermakova, Eric SanJuan, Stéphane Huet, Hosein Azarbonyad, Giorgio Maria Di Nunzio, Federica Vezzani, Jennifer D'Souza, Salomon Kabongo, Hamed Babaei Giglou, Yue Zhang, Sören Auer, Jaap Kamps
2024 — conf
CLEF 2024 SimpleText Track: Améliorer l'accès aux textes scientifiques pour tous.
CORIA
Liana Ermakova, Eric SanJuan, Stéphane Huet, Hosein Azarbonyad, Federica Vezzani, Giorgio Maria Di Nunzio, Jennifer D'Souza, Salomon Kabongo, Hamed Babaei Giglou, Yue Zhang, Sören Auer, Jaap Kamps
2024 J jnl
Correction: ORKG-Leaderboards: a systematic workflow for mining leaderboards as a knowledge graph.
Int. J. Digit. Libr.
Salomon Kabongo, Jennifer D'Souza, Sören Auer
2024 — conf
Effective Context Selection in LLM-Based Leaderboard Generation: An Empirical Study.
NLDB (2)
Salomon Kabongo, Jennifer D'Souza, Sören Auer
2024 J jnl
Effective Context Selection in LLM-based Leaderboard Generation: An Empirical Study.
CoRR
Salomon Kabongo, Jennifer D'Souza, Sören Auer
2024 J jnl
Evaluating Large Language Models for Structured Science Summarization in the Open Research Knowledge Graph.
CoRR
Vladyslav Nechakhin, Jennifer D'Souza, Steffen Eger
2024 J jnl
Evaluating Large Language Models for Structured Science Summarization in the Open Research Knowledge Graph.
Inf.
Vladyslav Nechakhin, Jennifer D'Souza, Steffen Eger
2024 — conf
Exploring Large Language Models for Procedure Extraction from Documents.
SEBD
Anisa Rula, Jennifer D'Souza
2024 — conf
Exploring the Latest LLMs for Leaderboard Extraction.
CLEF (Working Notes)
Salomon Kabongo, Jennifer D'Souza, Sören Auer
2024 J jnl
Exploring the Latest LLMs for Leaderboard Extraction.
CoRR
Salomon Kabongo, Jennifer D'Souza, Sören Auer
2024 J jnl
Fine-tuning and Prompt Engineering with Cognitive Knowledge Graphs for Scholarly Knowledge Organization.
CoRR
Gollam Rabby, Sören Auer, Jennifer D'Souza, Allard Oelen
2024 — conf
From Keywords to Structured Summaries: Streamlining Scholarly Information Access.
ISWC (Posters/Demos/Industry)
Mahsa Shamsabadi, Jennifer D'Souza
2024 J jnl
From Keywords to Structured Summaries: Streamlining Scholarly Knowledge Access.
CoRR
Mahsa Shamsabadi, Jennifer D'Souza
2024 J jnl
Instruction Finetuning for Leaderboard Generation from Empirical AI Research.
CoRR
Salomon Kabongo, Jennifer D'Souza
2024 — ed.
Joint proceedings of the 3rd International workshop on knowledge graph generation from text (TEXT2KG) and Data Quality meets Machine Learning and Knowledge Graphs (DQMLKG) co-located with the Extended Semantic Web Conference ( ESWC 2024), Hersonissos, Greece, May 26-30, 2024.
TEXT2KG/DQMLKG@ESWC
Sanju Tiwari, Nandana Mihindukulasooriya, Francesco Osborne, Dimitris Kontokostas, Jennifer D'Souza, Mayank Kejriwal, Maria Angela Pellegrino, Anisa Rula, José Emilio Labra Gayo, Michael Cochez, Mehwish Alam
2024 — conf
LLMs4OL 2024 Datasets: Toward Ontology Learning with Large Language Models.
LLMs4OL@ISWC
Hamed Babaei Giglou, Jennifer D'Souza, Sameer Sadruddin, Sören Auer
2024 — conf
LLMs4OL 2024 Overview: The 1st Large Language Models for Ontology Learning Challenge.
LLMs4OL@ISWC
Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer
2024 J jnl
LLMs4OL 2024 Overview: The 1st Large Language Models for Ontology Learning Challenge.
CoRR
Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer
2024 — ed.
LLMs4OL 2024: The 1st Large Language Models for Ontology Learning Challenge at the 23rd ISWC, Co-located with the 23rd International Semantic Web Conference (ISWC 2024), Baltimore, Maryland, USA, November 11-15, 2024
LLMs4OL@ISWC
Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer
2024 — conf
LLMs4OM: Matching Ontologies with Large Language Models.
ESWC Satellite Events (1)
Hamed Babaei Giglou, Jennifer D'Souza, Felix Engel, Sören Auer
2024 J jnl
LLMs4OM: Matching Ontologies with Large Language Models.
CoRR
Hamed Babaei Giglou, Jennifer D'Souza, Felix Engel, Sören Auer
2024 — conf
LLMs4Synthesis: Leveraging Large Language Models for Scientific Synthesis.
JCDL
Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer
2024 J jnl
LLMs4Synthesis: Leveraging Large Language Models for Scientific Synthesis.
CoRR
Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer
2024 — conf
Large Language Models as Evaluators for Scientific Synthesis.
KONVENS
Julia Evans, Jennifer D'Souza, Sören Auer
2024 J jnl
Large Language Models as Evaluators for Scientific Synthesis.
CoRR
Julia Evans, Jennifer D'Souza, Sören Auer
2024 — conf
Large Language Models for Scientific Information Extraction: An Empirical Study for Virology.
EACL (Findings)
Mahsa Shamsabadi, Jennifer D'Souza, Sören Auer
2024 J jnl
Large Language Models for Scientific Information Extraction: An Empirical Study for Virology.
CoRR
Mahsa Shamsabadi, Jennifer D'Souza, Sören Auer
2024 — conf
Leveraging GPT Models For Semantic Table Annotation.
SemTab@ISWC
Jean Petit Bikim, Carick Appolinaire Atezong Ymele, Azanzi Jiomekong, Allard Oelen, Gollam Rabby, Jennifer D'Souza, Sören Auer
2024 J jnl
ORKG-Leaderboards: a systematic workflow for mining leaderboards as a knowledge graph.
Int. J. Digit. Libr.
Salomon Kabongo, Jennifer D'Souza, Sören Auer
2024 — conf
Overview of the CLEF 2024 SimpleText Task 4: SOTA? Tracking the State-of-the-Art in Scholarly Publications.
CLEF (Working Notes)
Jennifer D'Souza, Salomon Kabongo, Hamed Babaei Giglou, Yue Zhang
2024 — conf
Overview of the CLEF 2024 SimpleText Track - Improving Access to Scientific Texts for Everyone.
CLEF (2)
Liana Ermakova, Eric SanJuan, Stéphane Huet, Hosein Azarbonyad, Giorgio Maria Di Nunzio, Federica Vezzani, Jennifer D'Souza, Jaap Kamps
2024 — conf
Preface for LLMs4OL 2024: The 1st Large Language Models for Ontology Learning Challenge at the 23rd ISWC.
LLMs4OL@ISWC
Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer
2024 — conf
Scholarly Question Answering Using Large Language Models in the NFDI4DataScience Gateway.
NSLP
Hamed Babaei Giglou, Tilahun Abedissa Taffa, Rana Abdullah, Aida Usmanova, Ricardo Usbeck, Jennifer D'Souza, Sören Auer
2024 J jnl
Scholarly Question Answering using Large Language Models in the NFDI4DataScience Gateway.
CoRR
Hamed Babaei Giglou, Tilahun Abedissa Taffa, Rana Abdullah, Aida Usmanova, Ricardo Usbeck, Jennifer D'Souza, Sören Auer
2024 J jnl
Toward FAIR Semantic Publishing of Research Dataset Metadata in the Open Research Knowledge Graph.
CoRR
Raia Abu Ahmad, Jennifer D'Souza, Matthäus Zloch, Wolfgang Otto, Georg Rehm, Allard Oelen, Stefan Dietze, Sören Auer
2023 J jnl
Evaluating BERT-based Scientific Relation Classifiers for Scholarly Knowledge Graph Construction on Digital Library Collections.
CoRR
Ming Jiang, Jennifer D'Souza, Sören Auer, J. Stephen Downie
2023 — conf
Evaluating Prompt-Based Question Answering for Object Prediction in the Open Research Knowledge Graph.
DEXA (1)
Jennifer D'Souza, Moussab Hrou, Sören Auer
2023 J jnl
Evaluating Prompt-based Question Answering for Object Prediction in the Open Research Knowledge Graph.
CoRR
Jennifer D'Souza, Moussab Hrou, Sören Auer
2023 J jnl
Impact of COVID-19 research: a study on predicting influential scholarly documents using machine learning and a domain-independent knowledge graph.
J. Biomed. Semant.
Gollam Rabby, Jennifer D'Souza, Allard Oelen, Lucie Dvorackova, Vojtech Svátek, Sören Auer
2023 — ed.
Joint Proceedings of the Onto4FAIR 2023 Workshops, collocated with 13th International Conference on Formal Ontology in Information Systems, FOIS 2023, Sherbrooke, QC, Canada, July 20, 2023 and 19th International Conference on Semantic Systems, SEMANTiCS 2023, Leipzig, Germany, September 20, 2023
Onto4FAIR
Cássia Trojahn, Luiz Olavo Bonino da Silva Santos, Giancarlo Guizzardi, Clément Jonquet, Megan Katsumi, Emilio M. Sanfilippo, Jennifer D'Souza, Anisa Rula
2023 — ed.
Joint Proceedings of the Second International Workshop on Knowledge Graph Generation From Text and the First International BiKE Challenge co-located with 20th Extended Semantic Conference (ESWC 2023), Hersonissos, Greece, May 29th, 2023.
TEXT2KG/BiKE@ESWC
Sanju Tiwari, Nandana Mihindukulasooriya, Francesco Osborne, Dimitris Kontokostas, Jennifer D'Souza, Mayank Kejriwal, Edgard Marx
2023 — ed.
Joint Workshop Proceedings of the 5th International Workshop on A Semantic Data Space For Transport (Sem4Tra) and 2nd NLP4KGC: Natural Language Processing for Knowledge Graph Construction co-located with the 19th International Conference on Semantic Systems (SEMANTiCS 2023), Leipzig, Germany and Online, 20 September, 2023.
SEMANTICS Workshops
Jennifer D'Souza, Anisa Rula, David Chaves-Fraga, Mersedeh Sadeghi, Shahrom Hosseini Sohi, Julián Andrés Rojas, Pieter Colpaert, Edlira Vakaj, Sanju Tiwari, Sahar Vahdati, Anna Lisa Gentile
2023 Misc conf
LLMs4OL: Large Language Models for Ontology Learning.
ISWC
Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer
2023 J jnl
LLMs4OL: Large Language Models for Ontology Learning.
CoRR
Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer
2023 — conf
Leveraging Large Language? Models with Multiple Loss Learners for Few-Shot Author Profiling.
CLEF (Working Notes)
Hamed Babaei Giglou, Mostafa Rahgouy, Jennifer D'Souza, Milad Molazadeh Oskuee, Hadi Bayrami Asl Tekanlou, Cheryl D. Seals
2023 — conf
NFDI4DS Shared Tasks.
GI-Jahrestagung
Raia Abu Ahmad, Ekaterina Borisova, Georg Rehm, Stefan Dietze, Saurav Kamakar, Wolfgang Otto, Jennifer D'Souza, Fidan Limani, Ricardo Usbeck
2023 — conf
NFDI4DS Transfer and Application.
GI-Jahrestagung
Ekaterina Borisova, Raia Abu Ahmad, Georg Rehm, Ricardo Usbeck, Jennifer D'Souza, Markus Stocker, Sören Auer, Judith Gilsbach, Anastasia Wolschewski, Johannes Keller, Daniel Schneider, Thomas Neumuth, Sonja Schimmler
2023 J jnl
ORKG-Leaderboards: A Systematic Workflow for Mining Leaderboards as a Knowledge Graph.
CoRR
Salomon Kabongo, Jennifer D'Souza, Sören Auer
2023 — conf
Organizing Scholarly Knowledge in the Open Research Knowledge Graph An Open-Science Platform for FAIR Scholarly Knowledge.
CoRDI
Sören Auer, Markus Stocker, Oliver Karras, Allard Oelen, Jennifer D'Souza, Anna-Lena Lorenz
2023 — conf
Probing Large Language Models for Scientific Synonyms.
SEMANTICS Workshops
Freya Thießen, Jennifer D'Souza, Markus Stocker
2023 B conf
Procedural Text Mining with Large Language Models.
K-CAP
Anisa Rula, Jennifer D'Souza
2023 J jnl
Procedural Text Mining with Large Language Models.
CoRR
Anisa Rula, Jennifer D'Souza
2023 J jnl
Ranking facts for explaining answers to elementary science questions.
Nat. Lang. Eng.
Jennifer D'Souza, Isaiah Onando Mulang', Sören Auer
2023 — conf
Research Knowledge Graphs in NFDI4DS.
GI-Jahrestagung
Saurav Karmakar, Matthäus Zloch, Fidan Limani, Benjamin Zapilko, Sharmila Upadhyaya, Jennifer D'Souza, Leyla Jael Castro, Georg Rehm, Marcel R. Ackermann, Harald Sack, Zeyd Boukhers, Sonja Schimmler, Danilo Dessì, Peter Mutschke, Stefan Dietze
2023 — conf
Similar Papers Recommendation for Research Comparisons.
SEMANTICS Workshops
Vladyslav Nechakhin, Jennifer D'Souza
2023 J jnl
Toward Semantic Publishing in Non-Invasive Brain Stimulation: A Comprehensive Analysis of rTMS Studies.
CoRR
Swathi Anil, Jennifer D'Souza
2023 — conf
Toward Semantic Publishing in Non-invasive Brain Stimulation: A Comprehensive Analysis of rTMS Studies.
ICADL (2)
Swathi Anil, Jennifer D'Souza
2023 — conf
Towards FAIR Semantic Publishing of Research Dataset Metadata in the Open Research Knowledge Graph.
Onto4FAIR
Raia Abu Ahmad, Jennifer D'Souza, Matthäus Zloch, Wolfgang Otto, Georg Rehm, Allard Oelen, Stefan Dietze, Sören Auer
2023 — conf
Zero-Shot Entailment of Leaderboards for Empirical AI Research.
JCDL
Salomon Kabongo, Jennifer D'Souza, Sören Auer
2023 J jnl
Zero-shot Entailment of Leaderboards for Empirical AI Research.
CoRR
Salomon Kabongo, Jennifer D'Souza, Sören Auer
2022 — conf
Clustering Semantic Predicates in the Open Research Knowledge Graph.
ICADL
Omar Arab Oghli, Jennifer D'Souza, Sören Auer
2022 J jnl
Clustering Semantic Predicates in the Open Research Knowledge Graph.
CoRR
Omar Arab Oghli, Jennifer D'Souza, Sören Auer
2022 — conf
Computer Science Named Entity Recognition in the Open Research Knowledge Graph.
ICADL
Jennifer D'Souza, Sören Auer
2022 J jnl
Computer Science Named Entity Recognition in the Open Research Knowledge Graph.
CoRR
Jennifer D'Souza, Sören Auer
2022 J jnl
Evaluating BERT-based scientific relation classifiers for scholarly knowledge graph construction on digital library collections.
Int. J. Digit. Libr.
Ming Jiang, Jennifer D'Souza, Sören Auer, J. Stephen Downie
2022 J jnl
Overview of STEM Science as Process, Method, Material, and Data Named Entities.
CoRR
Jennifer D'Souza
2022 — ed.
Proceedings of the 1st International Workshop on Knowledge Graph Generation From Text and the 1st International Workshop on Modular Knowledge co-located with 19th Extended Semantic Conference (ESWC 2022), Hersonissos, Greece, May 30th, 2022.
TEXT2KG/MK@ESWC
Sanju Tiwari, Nandana Mihindukulasooriya, Francesco Osborne, Dimitris Kontokostas, Jennifer D'Souza, Mayank Kejriwal, Loris Bozzato, Valentina Anita Carriero, Torsten Hahmann, Antoine Zimmermann
2022 — conf
The Digitalization of Bioassays in the Open Research Knowledge Graph.
DEXA (1)
Jennifer D'Souza, Anita Monteverdi, Muhammad Haris, Marco Anteghini, Kheir Eddine Farfar, Markus Stocker, Vítor A. P. Martins dos Santos, Sören Auer
2022 J jnl
The Digitalization of Bioassays in the Open Research Knowledge Graph.
CoRR
Jennifer D'Souza, Anita Monteverdi, Muhammad Haris, Marco Anteghini, Kheir Eddine Farfar, Markus Stocker, Vítor A. P. Martins dos Santos, Sören Auer
2021 — conf
Automated Mining of Leaderboards for Empirical AI Research.
ICADL
Salomon Kabongo, Jennifer D'Souza, Sören Auer
2021 J jnl
Automated Mining of Leaderboards for Empirical AI Research.
CoRR
Salomon Kabongo, Jennifer D'Souza, Sören Auer
2021 — conf
Easy Semantification of Bioassays.
AI*IA
Marco Anteghini, Jennifer D'Souza, Vítor A. P. Martins dos Santos, Sören Auer
2021 J jnl
Easy Semantification of Bioassays.
CoRR
Marco Anteghini, Jennifer D'Souza, Vítor A. P. Martins dos Santos, Sören Auer
2021 J jnl
Eigenfactor.
CoRR
Grischa Fraumann, Jennifer D'Souza, Kim Holmberg
2021 — conf
Pattern-Based Acquisition of Scientific Entities from Scholarly Article Titles.
ICADL
Jennifer D'Souza, Sören Auer
2021 J jnl
Pattern-based Acquisition of Scientific Entities from Scholarly Article Titles.
CoRR
Jennifer D'Souza, Sören Auer
2021 J jnl
Ranking Facts for Explaining Answers to Elementary Science Questions.
CoRR
Jennifer D'Souza, Isaiah Onando Mulang', Sören Auer
2021 — conf
SemEval-2021 Task 11: NLPContributionGraph - Structuring Scholarly NLP Contributions for a Research Knowledge Graph.
SemEval@ACL/IJCNLP
Jennifer D'Souza, Sören Auer, Ted Pedersen
2021 J jnl
SemEval-2021 Task 11: NLPContributionGraph - Structuring Scholarly NLP Contributions for a Research Knowledge Graph.
CoRR
Jennifer D'Souza, Sören Auer, Ted Pedersen
2021 J jnl
Sentence, Phrase, and Triple Annotations to Build a Knowledge Graph of Natural Language Processing Contributions - A Trial Dataset.
J. Data Inf. Sci.
Jennifer D'Souza, Sören Auer
2020 — conf
Domain-Independent Extraction of Scientific Concepts from Research Articles.
ECIR (1)
Arthur Brack, Jennifer D'Souza, Anett Hoppe, Sören Auer, Ralph Ewerth
2020 J jnl
Domain-independent Extraction of Scientific Concepts from Research Articles.
CoRR
Arthur Brack, Jennifer D'Souza, Anett Hoppe, Sören Auer, Ralph Ewerth
2020 — conf
Fine-tuning BERT with Focus Words for Explanation Regeneration.
*SEM@COLING
Isaiah Onando Mulang', Jennifer D'Souza, Sören Auer
2020 J jnl
Graphing Contributions in Natural Language Processing Research: Intra-Annotator Agreement on a Trial Dataset.
CoRR
Jennifer D'Souza, Sören Auer
2020 — conf
Improving Scholarly Knowledge Representation: Evaluating BERT-Based Models for Scientific Relation Classification.
ICADL
Ming Jiang, Jennifer D'Souza, Sören Auer, J. Stephen Downie
2020 J jnl
Improving Scholarly Knowledge Representation: Evaluating BERT-based Models for Scientific Relation Classification.
CoRR
Ming Jiang, Jennifer D'Souza, Sören Auer, J. Stephen Downie
2020 — conf
NLPContributions: An Annotation Scheme for Machine Reading of Scholarly Contributions in Natural Language Processing Literature.
EEKE@JCDL
Jennifer D'Souza, Sören Auer
2020 J jnl
NLPContributions: An Annotation Scheme for Machine Reading of Scholarly Contributions in Natural Language Processing Literature.
CoRR
Jennifer D'Souza, Sören Auer
2020 — conf
Representing Semantified Biological Assays in the Open Research Knowledge Graph.
ICADL
Marco Anteghini, Jennifer D'Souza, Vítor A. P. Martins dos Santos, Sören Auer
2020 J jnl
Representing Semantified Biological Assays in the Open Research Knowledge Graph.
CoRR
Marco Anteghini, Jennifer D'Souza, Vítor A. P. Martins dos Santos, Sören Auer
2020 — conf
SciBERT-based Semantification of Bioassays in the Open Research Knowledge Graph.
EKAW (Posters & Demos)
Marco Anteghini, Jennifer D'Souza, Vítor A. P. Martins dos Santos, Sören Auer
2020 J jnl
SciBERT-based Semantification of Bioassays in the Open Research Knowledge Graph.
CoRR
Marco Anteghini, Jennifer D'Souza, Vítor A. P. Martins dos Santos, Sören Auer
2020 — conf
Targeting precision: A hybrid scientific relation extraction pipeline for improved scholarly knowledge organization.
ASIST
Ming Jiang, Jennifer D'Souza, Sören Auer, J. Stephen Downie
2020 B conf
The STEM-ECR Dataset: Grounding Scientific Entity References in STEM Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources.
LREC
Jennifer D'Souza, Anett Hoppe, Arthur Brack, Mohamad Yaser Jaradeh, Sören Auer, Ralph Ewerth
2020 J jnl
The STEM-ECR Dataset: Grounding Scientific Entity References in STEM Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources.
CoRR
Jennifer D'Souza, Anett Hoppe, Arthur Brack, Mohamad Yaser Jaradeh, Sören Auer, Ralph Ewerth
2020 — conf
Toward Representing Research Contributions in Scholarly Knowledge Graphs Using Knowledge Graph Cells.
JCDL
Lars Vogt, Jennifer D'Souza, Markus Stocker, Sören Auer
2019 B conf
Open Research Knowledge Graph: Next Generation Infrastructure for Semantic Scholarly Knowledge.
K-CAP
Mohamad Yaser Jaradeh, Allard Oelen, Kheir Eddine Farfar, Manuel Prinz, Jennifer D'Souza, Gábor Kismihók, Markus Stocker, Sören Auer
2019 — conf
Team SVMrank: Leveraging Feature-rich Support Vector Machines for Ranking Explanations to Elementary Science Questions.
TextGraphs@EMNLP
Jennifer D'Souza, Isaiah Onando Mulang', Sören Auer
2015 A* conf
A Multi-Pass Sieve for Name Normalization.
AAAI
Jennifer D'Souza
2015 A* conf
A Sequence Labeling Approach to Deriving Word Variants.
AAAI
Jennifer D'Souza
2015 — conf
Sieve-Based Entity Linking for the Biomedical Domain.
ACL (2)
Jennifer D'Souza, Vincent Ng
2015 A* conf
Sieve-Based Spatial Relation Extraction with Expanding Parse Trees.
EMNLP
Jennifer D'Souza, Vincent Ng
2015 — conf
UTD: Ensemble-Based Spatial Relation Extraction.
SemEval@NAACL-HLT
Jennifer D'Souza, Vincent Ng
2014 B conf
Annotating Inter-Sentence Temporal Relations in Clinical Notes.
LREC
Jennifer D'Souza, Vincent Ng
2014 B conf
Ensemble-Based Medical Relation Classification.
COLING
Jennifer D'Souza, Vincent Ng
2014 J jnl
Knowledge-rich temporal relation identification and classification in clinical notes.
Database J. Biol. Databases Curation
Jennifer D'Souza, Vincent Ng
2013 — conf
Classifying Temporal Relations with Rich Linguistic Knowledge.
HLT-NAACL
Jennifer D'Souza, Vincent Ng
2013 J jnl
Classifying temporal relations in clinical data: A hybrid, knowledge-rich approach.
J. Biomed. Informatics
Jennifer D'Souza, Vincent Ng
2013 — conf
Temporal Relation Identification and Classification in Clinical Notes.
BCB
Jennifer D'Souza, Vincent Ng
2012 — conf
Anaphora resolution in biomedical literature: a hybrid approach.
BCB
Jennifer D'Souza, Vincent Ng