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Decentralized Collaborative Knowledge Management using Git

1 code implementation9 May 2018

But to support distributed collaboration, a system is needed, that supports divergence of datasets, brings the possibility to conflate diverged states, and allows distributed datasets to be synchronized.

Databases Distributed, Parallel, and Cluster Computing Multiagent Systems Networking and Internet Architecture 68P10, 68P20

SemTK: An Ontology-first, Open Source Semantic Toolkit for Managing and Querying Knowledge Graphs

1 code implementation31 Oct 2017

For example, triplification of relational data is available but there is no open source tool that allows a user unfamiliar with OWL/RDF to import data into a semantic triple store in an intuitive manner.

Knowledge Graphs

The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive Annotation

1 code implementation COLING 2018

We introduce INCEpTION, a new annotation platform for tasks including interactive and semantic annotation (e. g., concept linking, fact linking, knowledge base population, semantic frame annotation).

Active Learning Entity Linking +2

End-to-End Task-Oriented Dialog Modeling with Semi-Structured Knowledge Management

1 code implementation22 Jun 2021

To address this task, we propose a TOD system with semi-structured knowledge management, SeKnow, which extends the belief state to manage knowledge with both structured and unstructured contents.

Language Modelling Management

KANT: A tool for Grounding and Knowledge Management

1 code implementation18 Apr 2022

The intelligent robotics community usually organizes knowledge into symbolic and sub-symbolic levels.

Robotics

A Collective Knowledge workflow for collaborative research into multi-objective autotuning and machine learning techniques

3 code implementations19 Jan 2018

Developing efficient software and hardware has never been harder whether it is for a tiny IoT device or an Exascale supercomputer.

Human-Computer Interaction Computers and Society

A Mapping Approach to Convert MTPs into a Capability and Skill Ontology

1 code implementation3 May 2022

This contribution provides a comparison of the MTP with a skill-based approach as well as an automated mapping that can be used to transfer the contents of an MTP into a skill ontology.

Profiling Entity Matching Benchmark Tasks

1 code implementation International Conference on Information & Knowledge Management 2020

In order to enable the exact reproducibility of evaluation results, matching tasks need to contain exactly defined sets of matching and non-matching record pairs, as well as a fixed development and test split.

Entity Resolution Feature Engineering

RET-LLM: Towards a General Read-Write Memory for Large Language Models

1 code implementation23 May 2023

Large language models (LLMs) have significantly advanced the field of natural language processing (NLP) through their extensive parameters and comprehensive data utilization.

Question Answering