Modern Baselines for SPARQL Semantic Parsing

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Modern Baselines for SPARQL Semantic Parsing

27 April 2022

Debayan Banerjee

Pranav Ajit Nair

Jivat Neet Kaur

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Papers citing "Modern Baselines for SPARQL Semantic Parsing"

19 / 19 papers shown

Title
Conversational Lexicography: Querying Lexicographic Data on Knowledge Graphs with SPARQL through Natural Language Kilian Sennrich Sina Ahmadi 23 0 0 26 May 2025
FRASE: Structured Representations for Generalizable SPARQL Query Generation Papa Abdou Karim Karou Diallo Payel Das 77 0 0 28 Mar 2025
Assessing SPARQL capabilities of Large Language Models Lars-Peter Meyer Johannes Frey Felix Brei Natanael Arndt 85 8 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 76 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 61 1 0 08 Jul 2024
Dynamic Few-Shot Learning for Knowledge Graph Question Answering Jacopo DÁbramo Andrea Zugarini Paolo Torroni 85 2 0 01 Jul 2024
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding Jaebok Lee Hyeonjeong Shin 107 2 0 29 Jun 2024
MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection Michael Regan Shira Wein George Baker Emilio Monti 70 4 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 58 13 0 27 May 2024
NLQxform: A Language Model-based Question to SPARQL Transformer Ruijie Wang Zhiruo Zhang Luca Rossetto Florian Ruosch Abraham Bernstein 52 8 0 08 Nov 2023
Spider4SPARQL: A Complex Benchmark for Evaluating Knowledge Graph Question Answering Systems Catherine Kosten Philippe Cudré-Mauroux Kurt Stockinger RALM 59 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 75 1 0 24 May 2023
A Comprehensive Evaluation of Neural SPARQL Query Generation from Natural Language Questions Papa Abdou Karim Karou Diallo Samuel Reyd Payel Das 50 9 0 16 Apr 2023
DBLP-QuAD: A Question Answering Dataset over the DBLP Scholarly Knowledge Graph Debayan Banerjee Sushil Awale Ricardo Usbeck Christian Biemann 103 12 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 85 9 0 23 Mar 2023
A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation Rose Hirigoyen Payel Das Samuel Reyd 59 5 0 18 Nov 2022
Calibrated Interpretation: Confidence Estimation in Semantic Parsing Elias Stengel-Eskin Benjamin Van Durme UQLM 164 25 0 14 Nov 2022
Knowledge Base Question Answering: A Semantic Parsing Perspective Yu Gu Vardaan Pahuja Gong Cheng Yu-Chuan Su 122 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 81 6 0 15 Dec 2021