Jennifer D'Souza | DeepAI

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Ted Pedersen
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Arthur Brack
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∙ 07/31/2023

LLMs4OL: Large Language Models for Ontology Learning

We propose the LLMs4OL approach, which utilizes Large Language Models (L...

0 Hamed Babaei Giglou, et al. ∙

∙ 05/22/2023

Evaluating Prompt-based Question Answering for Object Prediction in the Open Research Knowledge Graph

There have been many recent investigations into prompt-based training of...

0 Jennifer D'Souza, et al. ∙

∙ 05/03/2023

Evaluating BERT-based Scientific Relation Classifiers for Scholarly Knowledge Graph Construction on Digital Library Collections

The rapid growth of research publications has placed great demands on di...

0 Ming Jiang, et al. ∙

∙ 03/29/2023

Zero-shot Entailment of Leaderboards for Empirical AI Research

We present a large-scale empirical investigation of the zero-shot learni...

0 Salomon Kabongo, et al. ∙

∙ 10/05/2022

Clustering Semantic Predicates in the Open Research Knowledge Graph

When semantically describing knowledge graphs (KGs), users have to make ...

0 Omar Arab Oghli, et al. ∙

∙ 05/24/2022

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

We are faced with an unprecedented production in scholarly publications ...

0 Jennifer D'Souza, et al. ∙

∙ 03/28/2022

Computer Science Named Entity Recognition in the Open Research Knowledge Graph

Domain-specific named entity recognition (NER) on Computer Science (CS) ...

0 Jennifer D'Souza, et al. ∙

∙ 11/30/2021

Easy Semantification of Bioassays

Biological data and knowledge bases increasingly rely on Semantic Web te...

0 Marco Anteghini, et al. ∙

∙ 10/18/2021

Ranking Facts for Explaining Answers to Elementary Science Questions

In multiple-choice exams, students select one answer from among typicall...

0 Jennifer D'Souza, et al. ∙

∙ 09/01/2021

Pattern-based Acquisition of Scientific Entities from Scholarly Article Titles

We describe a rule-based approach for the automatic acquisition of salie...

0 Jennifer D'Souza, et al. ∙

∙ 08/31/2021

Automated Mining of Leaderboards for Empirical AI Research

With the rapid growth of research publications, empowering scientists to...

0 Salomon Kabongo, et al. ∙

∙ 06/10/2021

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

There is currently a gap between the natural language expression of scho...

0 Jennifer D'Souza, et al. ∙

∙ 05/04/2021

Eigenfactor

The Eigenfactor is a journal metric, which was developed by Bergstrom an...

0 Grischa Fraumann, et al. ∙

∙ 10/09/2020

Sentence, Phrase, and Triple Annotations to Build a Knowledge Graph of Natural Language Processing Contributions – A Trial Dataset

Purpose: The aim of this work is to normalize the NLPCONTRIBUTIONS schem...

0 Jennifer D'Souza, et al. ∙

∙ 09/16/2020

Representing Semantified Biological Assays in the Open Research Knowledge Graph

In the biotechnology and biomedical domains, recent text mining efforts ...

0 Marco Anteghini, et al. ∙

∙ 09/16/2020

SciBERT-based Semantification of Bioassays in the Open Research Knowledge Graph

As a novel contribution to the problem of semantifying biological assays...

0 Marco Anteghini, et al. ∙

∙ 06/23/2020

NLPContributions: An Annotation Scheme for Machine Reading of Scholarly Contributions in Natural Language Processing Literature

We describe an annotation initiative to capture the scholarly contributi...

0 Jennifer D'Souza, et al. ∙

∙ 04/13/2020

Improving Scholarly Knowledge Representation: Evaluating BERT-based Models for Scientific Relation Classification

With the rapid growth of research publications, there is a vast amount o...

0 Ming Jiang, et al. ∙

∙ 03/02/2020

The STEM-ECR Dataset: Grounding Scientific Entity References in STEM Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources

We introduce the STEM (Science, Technology, Engineering, and Medicine) D...

0 Jennifer D'Souza, et al. ∙

∙ 01/09/2020

Domain-independent Extraction of Scientific Concepts from Research Articles

We examine the novel task of domain-independent scientific concept extra...

0 Arthur Brack, et al. ∙

∙ 01/30/2019

Open Research Knowledge Graph: Next Generation Infrastructure for Semantic Scholarly Knowledge

Despite improved digital access to scholarly knowledge in recent decades...

0 Mohamad Yaser Jaradeh, et al. ∙

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