Jennifer D'Souza

Orcid: 0000-0002-6616-9509

Affiliations:
  • TIB Leibniz Information Centre for Science and Technology, Hannover, Germany
  • University of Texas at Dallas, Human Language Technology Research Institute, Richardson, TX, USA (PhD 2015)


According to our database1, Jennifer D'Souza authored at least 55 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
From Keywords to Structured Summaries: Streamlining Scholarly Knowledge Access.
CoRR, 2024

Large Language Models for Scientific Information Extraction: An Empirical Study for Virology.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023
Impact of COVID-19 research: a study on predicting influential scholarly documents using machine learning and a domain-independent knowledge graph.
J. Biomed. Semant., December, 2023

Ranking facts for explaining answers to elementary science questions.
Nat. Lang. Eng., March, 2023

ORKG-Leaderboards: A Systematic Workflow for Mining Leaderboards as a Knowledge Graph.
CoRR, 2023

LLMs4OL: Large Language Models for Ontology Learning.
Proceedings of the Semantic Web - ISWC 2023, 2023

Towards FAIR Semantic Publishing of Research Dataset Metadata in the Open Research Knowledge Graph.
Proceedings of the Joint Proceedings of the Onto4FAIR 2023 Workshops, 2023

Procedural Text Mining with Large Language Models.
Proceedings of the 12th Knowledge Capture Conference 2023, 2023

Zero-Shot Entailment of Leaderboards for Empirical AI Research.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2023

Toward Semantic Publishing in Non-invasive Brain Stimulation: A Comprehensive Analysis of rTMS Studies.
Proceedings of the Leveraging Generative Intelligence in Digital Libraries: Towards Human-Machine Collaboration, 2023

Probing Large Language Models for Scientific Synonyms.
Proceedings of the 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), 2023

Similar Papers Recommendation for Research Comparisons.
Proceedings of the 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), 2023

Research Knowledge Graphs in NFDI4DS.
Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023

NFDI4DS Shared Tasks.
Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023

NFDI4DS Transfer and Application.
Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023

Evaluating Prompt-Based Question Answering for Object Prediction in the Open Research Knowledge Graph.
Proceedings of the Database and Expert Systems Applications, 2023

Organizing Scholarly Knowledge in the Open Research Knowledge Graph An Open-Science Platform for FAIR Scholarly Knowledge.
Proceedings of the 1st Conference on Research Data Infrastructure - Connecting Communities, 2023

Leveraging Large Language? Models with Multiple Loss Learners for Few-Shot Author Profiling.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022
Evaluating BERT-based scientific relation classifiers for scholarly knowledge graph construction on digital library collections.
Int. J. Digit. Libr., 2022

Overview of STEM Science as Process, Method, Material, and Data Named Entities.
CoRR, 2022

Clustering Semantic Predicates in the Open Research Knowledge Graph.
Proceedings of the From Born-Physical to Born-Virtual: Augmenting Intelligence in Digital Libraries, 2022

Computer Science Named Entity Recognition in the Open Research Knowledge Graph.
Proceedings of the From Born-Physical to Born-Virtual: Augmenting Intelligence in Digital Libraries, 2022

The Digitalization of Bioassays in the Open Research Knowledge Graph.
Proceedings of the Database and Expert Systems Applications, 2022

2021
Sentence, Phrase, and Triple Annotations to Build a Knowledge Graph of Natural Language Processing Contributions - A Trial Dataset.
J. Data Inf. Sci., 2021

Eigenfactor.
CoRR, 2021

SemEval-2021 Task 11: NLPContributionGraph - Structuring Scholarly NLP Contributions for a Research Knowledge Graph.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Automated Mining of Leaderboards for Empirical AI Research.
Proceedings of the Towards Open and Trustworthy Digital Societies, 2021

Pattern-Based Acquisition of Scientific Entities from Scholarly Article Titles.
Proceedings of the Towards Open and Trustworthy Digital Societies, 2021

Easy Semantification of Bioassays.
Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021

2020
Graphing Contributions in Natural Language Processing Research: Intra-Annotator Agreement on a Trial Dataset.
CoRR, 2020

Fine-tuning BERT with Focus Words for Explanation Regeneration.
Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics, 2020

The STEM-ECR Dataset: Grounding Scientific Entity References in STEM Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Toward Representing Research Contributions in Scholarly Knowledge Graphs Using Knowledge Graph Cells.
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

NLPContributions: An Annotation Scheme for Machine Reading of Scholarly Contributions in Natural Language Processing Literature.
Proceedings of the 1st Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents co-located with the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Improving Scholarly Knowledge Representation: Evaluating BERT-Based Models for Scientific Relation Classification.
Proceedings of the Digital Libraries at Times of Massive Societal Transition, 2020

Representing Semantified Biological Assays in the Open Research Knowledge Graph.
Proceedings of the Digital Libraries at Times of Massive Societal Transition, 2020

SciBERT-based Semantification of Bioassays in the Open Research Knowledge Graph.
Proceedings of the EKAW 2020 Posters and Demonstrations Session co-located with 22nd International Conference on Knowledge Engineering and Knowledge Management (EKAW 2020), 2020

Domain-Independent Extraction of Scientific Concepts from Research Articles.
Proceedings of the Advances in Information Retrieval, 2020

Targeting precision: A hybrid scientific relation extraction pipeline for improved scholarly knowledge organization.
Proceedings of the Information for a Sustainable World: Addressing Society's Grand Challenges, 2020

2019


Team SVMrank: Leveraging Feature-rich Support Vector Machines for Ranking Explanations to Elementary Science Questions.
Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing, 2019

Open Research Knowledge Graph: Next Generation Infrastructure for Semantic Scholarly Knowledge.
Proceedings of the 10th International Conference on Knowledge Capture, 2019

2015
UTD: Ensemble-Based Spatial Relation Extraction.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Sieve-Based Spatial Relation Extraction with Expanding Parse Trees.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Sieve-Based Entity Linking for the Biomedical Domain.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

A Sequence Labeling Approach to Deriving Word Variants.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

A Multi-Pass Sieve for Name Normalization.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Knowledge-rich temporal relation identification and classification in clinical notes.
Database J. Biol. Databases Curation, 2014

Annotating Inter-Sentence Temporal Relations in Clinical Notes.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Ensemble-Based Medical Relation Classification.
Proceedings of the COLING 2014, 2014

2013
Classifying temporal relations in clinical data: A hybrid, knowledge-rich approach.
J. Biomed. Informatics, 2013

Classifying Temporal Relations with Rich Linguistic Knowledge.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Temporal Relation Identification and Classification in Clinical Notes.
Proceedings of the ACM Conference on Bioinformatics, 2013

2012
Anaphora resolution in biomedical literature: a hybrid approach.
Proceedings of the ACM International Conference on Bioinformatics, 2012


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