Jennifer D’Souza

16 papers · 2013–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (8) 🏃 Academic Marathon (12) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (23) 🧭 Keyword Pioneer 🧬 Topic Evolution 💎 Century Club (16)

Conferences

ACL (4) SEMEVAL (3) COLING (2) EMNLP (2) IJCNLP (2) AACL (1) EACL (1) NAACL (1)

Top co-authors

Vincent Ng (6) Sören Auer (6) Ted Pedersen (4) Isaiah Onando Mulang’ (2) Diana Slawig (2) Mathias Begoin (2) Holger Israel (2) Sameer Sadruddin (2) Mahsa Shamsabadi (1) Quentin Münch (1)

Keywords

large language model (4) text classification (4) information extraction (4) question answering (3) knowledge graph (3) relation extraction (3) synthetic data generation (2) multilingual processing (2) semantic parsing (2) llm ensemble (2) scientific text (2) subject tagging (2) llm evaluation (1) explanation generation (1) multi-hop reasoning (1) text generation (1) ensemble method (1) support vector machine (1) named entity recognition (1) learning to rank (1)

Papers

SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog ACL 2025

SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog SEMEVAL 2025

YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering ACL 2025

Large Language Models for Scientific Information Extraction: An Empirical Study for Virology EACL 2024

NLPSharedTasks: A Corpus of Shared Task Overview Papers in Natural Language Processing Domains AACL 2022

SemEval-2021 Task 11: NLPContributionGraph - Structuring Scholarly NLP Contributions for a Research Knowledge Graph ACL 2021

SemEval-2021 Task 11: NLPContributionGraph - Structuring Scholarly NLP Contributions for a Research Knowledge Graph IJCNLP 2021

SemEval-2021 Task 11: NLPContributionGraph - Structuring Scholarly NLP Contributions for a Research Knowledge Graph SEMEVAL 2021

Fine-tuning BERT with Focus Words for Explanation Regeneration COLING 2020

Team SVMrank: Leveraging Feature-rich Support Vector Machines for Ranking Explanations to Elementary Science Questions EMNLP 2019

Sieve-Based Entity Linking for the Biomedical Domain ACL 2015

Sieve-Based Spatial Relation Extraction with Expanding Parse Trees EMNLP 2015

Sieve-Based Entity Linking for the Biomedical Domain IJCNLP 2015

UTD: Ensemble-Based Spatial Relation Extraction SEMEVAL 2015

Ensemble-Based Medical Relation Classification COLING 2014

Classifying Temporal Relations with Rich Linguistic Knowledge NAACL 2013