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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 Knowledge Graphs leveraging LLMs.
Automatic evaluation of machine translation quality using longest common subsequence and skip-bigram statistics,
C.-Y. Lin, F. J. Och, · 2004
Earlier work this paper cites.
Meteor: An automatic metric for mt evaluation with improved correlation with human judgments,
S. Banerjee, A. Lavie, · 2005
Earlier work this paper cites.
A natural language query interface to structured information,
V. Tablan, D. Damljanovic, K. Bontcheva, · 2008
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Language models are few-shot learners,
T. Brown, B. Mann, N. Ryder, M. Subbiah, J. D. Kaplan, P. Dhariwal, A. Neelakantan, P. Shyam, G. Sastry, A. Askell, et al., · 2020
Earlier work this paper cites.
Bio-soda: enabling natural language question answering over knowledge graphs without training data,
A. C. Sima, T. Mendes de Farias, M. Anisimova, C. Dessimoz, M. Robinson-Rechavi, E. Zbinden, K. Stockinger, · 2021
Earlier work this paper cites.
The bgee suite: integrated curated expression atlas and comparative transcriptomics in animals,
F. B. Bastian, J. Roux, A. Niknejad, A. Comte, S. S. Fonseca Costa, T. M. De Farias, S. Moretti, G. Parmentier, V. R. De Laval, M. Rosikiewicz, et al., · 2021
Earlier work this paper cites.
Intelligent SPARQL Query Generation for Natural Language Processing Systems,
Y.-H. Chen, E. J.-L. Lu, T.-A. Ou, · 2021
Earlier work this paper cites.
SPARQL Query Generator (SQG),
Y. Chen, M. M. Kokar, J. J. Moskal, · 2021
Earlier work this paper cites.
Palm: Scaling language modeling with pathways,
A. Chowdhery, S. Narang, J. Devlin, M. Bosma, G. Mishra, A. Roberts, P. Barham, H. W. Chung, C. Sutton, S. Gehrmann, et al., · 2022
Earlier work this paper cites.
Training language models to follow instructions with human feedback,
L. Ouyang, J. Wu, X. Jiang, D. Almeida, C. L. Wainwright, P. Mishkin, C. Zhang, S. Agarwal, K. Slama, A. Ray, J. Schulman, J. Hilton, F. Kelton, L. Miller, M. Simens, A. Askell, P. Welinder, P. Christiano, J. Leike, R. Lowe, · 2022
Cited alongside, same era.
Scaling instruction-finetuned language models,
H. W. Chung, L. Hou, S. Longpre, B. Zoph, Y. Tay, W. Fedus, E. Li, X. Wang, M. Dehghani, S. Brahma, et al., · 2022
Cited alongside, same era.
SGPT: A Generative Approach for SPARQL Query Generation From Natural Language Questions,
M. R. A. H. Rony, U. Kumar, R. Teucher, L. Kovriguina, J. Lehmann, · 2022
Cited alongside, same era.
Efficient SPARQL Queries Generator for Question Answering Systems,
Y.-H. Chen, E. J.-L. Lu, Y.-Y. Lin, · 2022
Cited alongside, same era.
KQA pro: A dataset with explicit compositional programs for complex question answering over knowledge base,
The SIB Swiss Institute of Bioinformatics Semantic Web of data,
SIB Swiss Institute of Bioinformatics RDF Group Members, · 2023
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OpenAI, · 2023
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Llama: Open and efficient foundation language models,
H. Touvron, T. Lavril, G. Izacard, X. Martinet, M.-A. Lachaux, T. Lacroix, B. Rozière, N. Goyal, E. Hambro, F. Azhar, A. Rodriguez, A. Joulin, E. Grave, G. Lample, · 2023
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Sparks of artificial general intelligence: Early experiments with gpt-4,
S. Bubeck, V. Chandrasekaran, R. Eldan, J. A. Gehrke, E. Horvitz, E. Kamar, P. Lee, Y. T. Lee, Y.-F. Li, S. M. Lundberg, H. Nori, H. Palangi, M. T. Ribeiro, Y. Zhang, · 2023
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S. Cao, J. Shi, L. Pan, L. Nie, Y. Xiang, L. Hou, J. Li, B. He, H. Zhang, · 2022
Cited alongside, same era.
The Flores-101 evaluation benchmark for low-resource and multilingual machine translation,
N. Goyal, C. Gao, V. Chaudhary, P.-J. Chen, G. Wenzek, D. Ju, S. Krishnan, M. Ranzato, F. Guzmán, A. Fan, · 2022
Cited alongside, same era.
Language models can teach themselves to program better,
P. Haluptzok, M. Bowers, A. T. Kalai, · 2023
Cited alongside, same era.
Is gpt fit for kgqa?–preliminary results,
G. G. Klager, A. Polleres, · 2023
Cited alongside, same era.
A.-C. Sima, T. M. de Farias, · 2023
Cited alongside, same era.
2023
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2023
Later among the works it cites.
2023
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Language Models as Controlled Natural Language Semantic Parsers for Knowledge Graph Question Answering,
J. Lehmann, P. Gattogi, D. Bhandiwad, S. Ferré, S. Vahdati, · 2023
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Lessons learned to boost a bioinformatics knowledge base reusability, the Bgee experience,
T. Mendes de Farias, J. Wollbrett, M. Robinson-Rechavi, F. Bastian, · 2023
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