mlsanityData to 7 Oct 2026

DBLP-QuAD: A Question Answering Dataset over the DBLP Scholarly Knowledge Graph

arXiv 2303.13351 ↗First posted 23 Mar 2023cs.DL cs.CLcited by 18

Not on the map. Why?

Abstract (arXiv)

In this work we create a question answering dataset over the DBLP scholarly knowledge graph (KG). DBLP is an on-line reference for bibliographic information on major computer science publications that indexes over 4.4 million publications published by more than 2.2 million authors. Our dataset consists of 10,000 question answer pairs with the corresponding SPARQL queries which can be executed over the DBLP KG to fetch the correct answer. DBLP-QuAD is the largest scholarly question answering dataset.

Key facts. Cited by 18 papers in the map (data through 7 Oct 2026). Builds on 11 of its 25 references that are in the map. First posted on arXiv 23 Mar 2023.

Builds on

11 of 25 references.

References · 11

  1. 2019Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformercited by 14,491
  2. 2018Know What You Don't Know: Unanswerable Questions for SQuADcited by 1,538
  3. 2018The Web as a Knowledge-base for Answering Complex Questionscited by 409
  4. 2019Measuring Compositional Generalization: A Comprehensive Method on Realistic Datacited by 280
  5. 2020Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Basescited by 169
  6. 2020KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Basecited by 76
  7. 2022Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answeringcited by 71
  8. 2022Modern Baselines for SPARQL Semantic Parsingcited by 34
  9. 2019Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphscited by 15
  10. 2022Knowledge Graph Question Answering Leaderboard: A Community Resource to Prevent a Replication Crisiscited by 14
  11. 2020Question Answering on Scholarly Knowledge Graphscited by 7

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2023: 4; 2024: 3; 2025: 8; 2026: 3.

18 papers.

Sort:

By area:

  1. 2024LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphscited by 22
  2. 2025YESciEval: Robust LLM-as-a-Judge for Scientific Question Answeringcited by 15
  3. 2023Leveraging LLMs in Scholarly Knowledge Graph Question Answeringcited by 13
  4. 2023NLQxform: A Language Model-based Question to SPARQL Transformercited by 8
  5. 2025Dialogue Benchmark Generation from Knowledge Graphs with Cost-Effective Retrieval-Augmented LLMscited by 7
  6. 2023DBLPLink: An Entity Linker for the DBLP Scholarly Knowledge Graphcited by 4
  7. 2023PSYCHIC: A Neuro-Symbolic Framework for Knowledge Graph Question-Answering Groundingcited by 3
  8. 2025Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answeringcited by 3
  9. 2024BERTologyNavigator: Advanced Question Answering with BERT-based Semanticscited by 2
  10. 2024Contri(e)ve: Context + Retrieve for Scholarly Question Answeringcited by 2
  11. 2025KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Modelscited by 2
  12. 2025Modelling and Classifying the Components of a Literature Reviewcited by 2
6 more
  1. 2025SPARQL-LLM: Real-Time SPARQL Query Generation from Natural Language Questionscited by 2
  2. 2025Automating SPARQL Query Translations between DBpedia and Wikidatacited by 1
  3. 2026BioGraphletQA: Knowledge-Anchored Generation of Complex QA Datasetscited by 1
  4. 2026Text-to-SPARQL Generation with Reinforcement Learning: A GRPO-based Approach on DBLPcited by 1
  5. 2025DBLPLink 2.0 -- An Entity Linker for the DBLP Scholarly Knowledge Graphcited by 0
  6. 2026AnalyticsGPT: An LLM Workflow for Scientometric Question Answeringcited by 0