Biomedical question answering: a survey of approaches and challenges

Q Jin, Z Yuan, G Xiong, Q Yu, H Ying, C Tan… - ACM Computing …, 2022 - dl.acm.org
Automatic Question Answering (QA) has been successfully applied in various domains such
as search engines and chatbots. Biomedical QA (BQA), as an emerging QA task, enables …

A universal question-answering platform for knowledge graphs

R Omar, I Dhall, P Kalnis, E Mansour - … of the ACM on Management of …, 2023 - dl.acm.org
Knowledge from diverse application domains is organized as knowledge graphs (KGs) that
are stored in RDF engines accessible in the web via SPARQL endpoints. Expressing a well …

SPARQL Generation: an analysis on fine-tuning OpenLLaMA for Question Answering over a Life Science Knowledge Graph

JC Rangel, TM de Farias, AC Sima… - arXiv preprint arXiv …, 2024 - arxiv.org
The recent success of Large Language Models (LLM) in a wide range of Natural Language
Processing applications opens the path towards novel Question Answering Systems over …

Bring your own kg: Self-supervised program synthesis for zero-shot kgqa

D Agarwal, R Das, S Khosla… - Findings of the …, 2024 - aclanthology.org
We present BYOKG, a universal question-answering (QA) system that can operate on any
knowledge graph (KG), requires no human-annotated training data, and can be ready to use …

Bio-SODA UX: enabling natural language question answering over knowledge graphs with user disambiguation

AC Sima, T Mendes de Farias, M Anisimova… - Distributed and Parallel …, 2022 - Springer
The problem of natural language processing over structured data has become a growing
research field, both within the relational database and the Semantic Web community, with …

Knowledge graph enabled open-domain conversational question answering

J Oduro-Afriyie, H Jamil - International Conference on Flexible Query …, 2023 - Springer
With the advent of natural language enabled applications, there has been a growing
appetite for conversational question answering systems. This demand is being largely …

Spider4SPARQL: A Complex Benchmark for Evaluating Knowledge Graph Question Answering Systems

C Kosten, P Cudré-Mauroux… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
With the recent spike in the number and availability of Large Language Models (LLMs), it
has become increasingly important to provide large and realistic benchmarks for evaluating …

A Review on Question Answering System over Knowledge Graph

B Choudhury, V Deka - 2024 - authorea.com
A knowledge graph (KG) is a multidirectional labelled graph used for the graphical
representation of knowledge where each node represents an entity, and the edge …

Relation Mapping For Question Answering Over Knowledge Graphs Using Large Corpus Of Free Text

FN Yusuff - 2022 - repository.library.carleton.ca
Researchers have developed several question answering systems that interpret the user's
natural language question and fetches the answer from knowledge graphs. One of the main …

[PDF][PDF] What we Learned About the Data Science Life Cycle: Best Practices and Open Research Challenges

A Ruckstuhl, K Stockinger - 2021 - sds2022.ch
What we Learned About the Data Science Life Cycle: Best Practices and Open Research
Challenges Page 1 1 What we Learned About the Data Science Life Cycle: Best Practices and …