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09/14/2023
DBLPLink: An Entity Linker for the DBLP Scholarly Knowledge Graph
In this work, we present a web application named DBLPLink, which perform...
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08/28/2023
Biomedical Entity Linking with Triple-aware Pre-Training
Linking biomedical entities is an essential aspect in biomedical natural...
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05/24/2023
The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing
In this work, we analyse the role of output vocabulary for text-to-text ...
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03/23/2023
DBLP-QuAD: A Question Answering Dataset over the DBLP Scholarly Knowledge Graph
In this work we create a question answering dataset over the DBLP schola...
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03/23/2023
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering
In this work, we present an end-to-end Knowledge Graph Question Answerin...
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03/06/2023
AmQA: Amharic Question Answering Dataset
Question Answering (QA) returns concise answers or answer lists from nat...
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10/07/2022
The Lifecycle of "Facts": A Survey of Social Bias in Knowledge Graphs
Knowledge graphs are increasingly used in a plethora of downstream tasks...
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10/07/2022
The Ethical Risks of Analyzing Crisis Events on Social Media with Machine Learning
Social media platforms provide a continuous stream of real-time news reg...
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05/13/2022
Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research?
Existing approaches on Question Answering over Knowledge Graphs (KGQA) h...
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04/27/2022
Modern Baselines for SPARQL Semantic Parsing
In this work, we focus on the task of generating SPARQL queries from nat...
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04/19/2022
DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation
Task-oriented dialogue generation is challenging since the underlying kn...
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03/17/2022
RoMe: A Robust Metric for Evaluating Natural Language Generation
Evaluating Natural Language Generation (NLG) systems is a challenging ta...
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01/31/2022
QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers
The ability to have the same experience for different user groups (i.e.,...
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01/20/2022
Knowledge Graph Question Answering Leaderboard: A Community Resource to Prevent a Replication Crisis
Data-driven systems need to be evaluated to establish trust in the scien...
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12/07/2021
Semantic Answer Type and Relation Prediction Task (SMART 2021)
Each year the International Semantic Web Conference organizes a set of S...
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12/03/2021
Survey on English Entity Linking on Wikidata
Wikidata is a frequently updated, community-driven, and multilingual kno...
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03/11/2021
Knowledge Graph Question Answering using Graph-Pattern Isomorphism
Knowledge Graph Question Answering (KGQA) systems are based on machine l...
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12/01/2020
SeMantic AnsweR Type prediction task (SMART) at ISWC 2020 Semantic Web Challenge
Each year the International Semantic Web Conference accepts a set of Sem...
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09/22/2020
Message Passing for Hyper-Relational Knowledge Graphs
Hyper-relational knowledge graphs (KGs) (e.g., Wikidata) enable associat...
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04/17/2020
Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability
With regard to the wider area of AI/LT platform interoperability, we con...
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04/03/2020
Template-based Question Answering using Recursive Neural Networks
We propose a neural network-based approach to automatically learn and cl...
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05/29/2018
Entity Linking in 40 Languages using MAG
A plethora of Entity Linking (EL) approaches has recently been developed...
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10/24/2017
Automatic Generation of Benchmarks for Entity Recognition and Linking
The velocity dimension of Big Data plays an increasingly important role ...
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10/24/2017
Using Multi-Label Classification for Improved Question Answering
A plethora of diverse approaches for question answering over RDF data ha...
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07/17/2017
MAG: A Multilingual, Knowledge-base Agnostic and Deterministic Entity Linking Approach
Entity linking has recently been the subject of a significant body of re...
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11/06/2016
