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09/08/2023
Matching Table Metadata with Business Glossaries Using Large Language Models
Enterprises often own large collections of structured data in the form o...
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08/04/2023
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text
The recent advances in large language models (LLM) and foundation models...
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05/26/2023
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models
Pre-trained transformer-based language models are becoming increasingly ...
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05/15/2023
Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text
Knowledge graphs can represent information about the real-world using en...
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10/26/2022
Scaling Knowledge Graphs for Automating AI of Digital Twins
Digital Twins are digital representations of systems in the Internet of ...
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10/25/2022
KnowGL: Knowledge Generation and Linking from Text
We propose KnowGL, a tool that allows converting text into structured re...
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07/11/2022
Knowledge Graph Induction enabling Recommending and Trend Analysis: A Corporate Research Community Use Case
A research division plays an important role of driving innovation in an ...
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04/18/2022
CBR-iKB: A Case-Based Reasoning Approach for Question Answering over Incomplete Knowledge Bases
Knowledge bases (KBs) are often incomplete and constantly changing in pr...
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01/15/2022
A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases
Knowledge Base Question Answering (KBQA) tasks that involve complex reas...
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12/15/2021
Learning to Transpile AMR into SPARQL
We propose a transition-based system to transpile Abstract Meaning Repre...
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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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09/28/2021
SYGMA: System for Generalizable Modular Question Answering OverKnowledge Bases
Knowledge Base Question Answering (KBQA) tasks that in-volve complex rea...
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08/16/2021
Generative Relation Linking for Question Answering over Knowledge Bases
Relation linking is essential to enable question answering over knowledg...
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04/02/2021
Type Prediction Systems
Inferring semantic types for entity mentions within text documents is an...
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12/08/2020
Joint Entity and Relation Canonicalization in Open Knowledge Graphs using Variational Autoencoders
Noun phrases and relation phrases in open knowledge graphs are not canon...
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12/03/2020
Question Answering over Knowledge Bases by Leveraging Semantic Parsing and Neuro-Symbolic Reasoning
Knowledge base question answering (KBQA) is an important task in Natural...
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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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09/16/2020
Leveraging Semantic Parsing for Relation Linking over Knowledge Bases
Knowledgebase question answering systems are heavily dependent on relati...
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09/23/2019
Inducing Hypernym Relationships Based On Order Theory
This paper introduces Strict Partial Order Networks (SPON), a novel neur...
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11/30/2018
