Jennifer D’Souza
12 papers · 2013–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(6)
Applications
(6)
Machine Learning
(4)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Core Methods
(2)
Generation
(2)
Resources & Methods
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
large language model
(3)
question answering
(3)
information extraction
(2)
text classification
(2)
model evaluation
(1)
text generation
(1)
multilingual processing
(1)
explanation generation
(1)
llm evaluation
(1)
synthetic data generation
(1)
learning to rank
(1)
knowledge graph
(1)
support vector machine
(1)
ensemble method
(1)
multi-hop reasoning
(1)
sentence classification
(1)
bert fine-tuning
(1)
structured knowledge
(1)
shared task
(1)
inter-annotator agreement
(1)
Papers
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
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
UTD: Ensemble-Based Spatial Relation Extraction
SemEval 2015
Ensemble-Based Medical Relation Classification
COLING 2014
Classifying Temporal Relations with Rich Linguistic Knowledge
NAACL 2013