Modern Baselines for SPARQL Semantic Parsing

Modern Baselines for SPARQL Semantic Parsing

27 April 2022

Debayan Banerjee

Pranav Ajit Nair

Jivat Neet Kaur

Papers citing "Modern Baselines for SPARQL Semantic Parsing"

19 / 19 papers shown

Title
FRASE: Structured Representations for Generalizable SPARQL Query Generation Papa Abdou Karim Karou Diallo Amal Zouaq 37 0 0 28 Mar 2025
Assessing SPARQL capabilities of Large Language Models Lars-Peter Meyer Johannes Frey Felix Brei Natanael Arndt 29 4 0 09 Sep 2024
Integrating Multi-Head Convolutional Encoders with Cross-Attention for Improved SPARQL Query Translation Yi-Hui Chen Eric Jui-Lin Lu Kwan-Ho Cheng 17 1 0 24 Aug 2024
MST5 -- Multilingual Question Answering over Knowledge Graphs Nikit Srivastava Mengshi Ma Daniel Vollmers Hamada M. Zahera Diego Moussallem A. N. Ngomo 24 0 0 08 Jul 2024
Dynamic Few-Shot Learning for Knowledge Graph Question Answering Jacopo DÁbramo Andrea Zugarini Paolo Torroni 41 2 0 01 Jul 2024
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding Jaebok Lee Hyeonjeong Shin 19 1 0 29 Jun 2024
MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection Michael Regan Shira Wein George Baker Emilio Monti 38 3 0 29 May 2024
Leveraging small language models for Text2SPARQL tasks to improve the resilience of AI assistance Felix Brei Johannes Frey Lars-Peter Meyer 24 8 0 27 May 2024
NLQxform: A Language Model-based Question to SPARQL Transformer Ruijie Wang Zhiruo Zhang Luca Rossetto Florian Ruosch Abraham Bernstein 19 7 0 08 Nov 2023
Spider4SPARQL: A Complex Benchmark for Evaluating Knowledge Graph Question Answering Systems Catherine Kosten Philippe Cudré-Mauroux Kurt Stockinger RALM 8 5 0 28 Sep 2023
The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing Debayan Banerjee Pranav Ajit Nair Ricardo Usbeck Chris Biemann 12 1 0 24 May 2023
A Comprehensive Evaluation of Neural SPARQL Query Generation from Natural Language Questions Papa Abdou Karim Karou Diallo Samuel Reyd Amal Zouaq 11 6 0 16 Apr 2023
DBLP-QuAD: A Question Answering Dataset over the DBLP Scholarly Knowledge Graph Debayan Banerjee Sushil Awale Ricardo Usbeck Christian Biemann 18 10 0 23 Mar 2023
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering Debayan Banerjee Pranav Ajit Nair Ricardo Usbeck Chris Biemann 21 9 0 23 Mar 2023
A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation Rose Hirigoyen Amal Zouaq Samuel Reyd 13 4 0 18 Nov 2022
Calibrated Interpretation: Confidence Estimation in Semantic Parsing Elias Stengel-Eskin Benjamin Van Durme UQLM 32 24 0 14 Nov 2022
Knowledge Base Question Answering: A Semantic Parsing Perspective Yu Gu Vardaan Pahuja Gong Cheng Yu-Chuan Su 29 29 0 12 Sep 2022
Learning to Transpile AMR into SPARQL Mihaela A. Bornea Ramón Fernández Astudillo Tahira Naseem Nandana Mihindukulasooriya Ibrahim Abdelaziz Pavan Kapanipathi Radu Florian Salim Roukos 34 6 0 15 Dec 2021
Complex Temporal Question Answering on Knowledge Graphs Zhen Jia Soumajit Pramanik Rishiraj Saha Roy G. Weikum 231 104 0 18 Sep 2021