Ricardo Usbeck | DeepAI

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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...

0 Debayan Banerjee, et al. ∙

∙ 08/28/2023

Biomedical Entity Linking with Triple-aware Pre-Training

Linking biomedical entities is an essential aspect in biomedical natural...

0 Xi Yan, et al. ∙

∙ 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 ...

0 Debayan Banerjee, et al. ∙

∙ 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...

0 Debayan Banerjee, et al. ∙

∙ 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...

0 Debayan Banerjee, et al. ∙

∙ 03/06/2023

AmQA: Amharic Question Answering Dataset

Question Answering (QA) returns concise answers or answer lists from nat...

0 Tilahun Abedissa, et al. ∙

∙ 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...

0 Angelie Kraft, et al. ∙

∙ 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...

0 Angelie Kraft, et al. ∙

∙ 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...

0 Longquan Jiang, et al. ∙

∙ 04/27/2022

Modern Baselines for SPARQL Semantic Parsing

In this work, we focus on the task of generating SPARQL queries from nat...

0 Debayan Banerjee, et al. ∙

∙ 04/19/2022

DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation

Task-oriented dialogue generation is challenging since the underlying kn...

18 Md Rashad Al Hasan Rony, et al. ∙

∙ 03/17/2022

RoMe: A Robust Metric for Evaluating Natural Language Generation

Evaluating Natural Language Generation (NLG) systems is a challenging ta...

25 Md Rashad Al Hasan Rony, et al. ∙

∙ 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.,...

0 Aleksandr Perevalov, et al. ∙

∙ 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...

2 Aleksandr Perevalov, et al. ∙

∙ 12/07/2021

Semantic Answer Type and Relation Prediction Task (SMART 2021)

Each year the International Semantic Web Conference organizes a set of S...

0 Nandana Mihindukulasooriya, et al. ∙

∙ 12/03/2021

Survey on English Entity Linking on Wikidata

Wikidata is a frequently updated, community-driven, and multilingual kno...

0 Cedric Möller, et al. ∙

∙ 03/11/2021

Knowledge Graph Question Answering using Graph-Pattern Isomorphism

Knowledge Graph Question Answering (KGQA) systems are based on machine l...

53 Daniel Vollmers, et al. ∙

∙ 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...

0 Nandana Mihindukulasooriya, et al. ∙

∙ 09/22/2020

Message Passing for Hyper-Relational Knowledge Graphs

Hyper-relational knowledge graphs (KGs) (e.g., Wikidata) enable associat...

17 Mikhail Galkin, et al. ∙

∙ 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...

19 Georg Rehm, et al. ∙

∙ 04/03/2020

Template-based Question Answering using Recursive Neural Networks

We propose a neural network-based approach to automatically learn and cl...

0 Ram G Athreya, et al. ∙

∙ 05/29/2018

Entity Linking in 40 Languages using MAG

A plethora of Entity Linking (EL) approaches has recently been developed...

0 Diego Moussallem, et al. ∙

∙ 10/24/2017

Automatic Generation of Benchmarks for Entity Recognition and Linking

The velocity dimension of Big Data plays an increasingly important role ...

0 Axel-Cyrille Ngonga Ngomo, et al. ∙

∙ 10/24/2017

Using Multi-Label Classification for Improved Question Answering

A plethora of diverse approaches for question answering over RDF data ha...

0 Ricardo Usbeck, et al. ∙

∙ 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...

0 Diego Moussallem, et al. ∙

∙ 11/06/2016

Self-Wiring Question Answering Systems

Question answering (QA) has been the subject of a resurgence over the pa...

0 Ricardo Usbeck, et al. ∙

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