AutoKG: Efficient Automated Knowledge Graph Generation for Language Models

J. MacQueen et al

1967

Earlier work this paper cites.

S. Lloyd, “Least squares quantization in pcm,” IEEE transactions on information theory

1982

Earlier work this paper cites.

G. Salton and C. Buckley, “Term-weighting approaches in automatic text retrieval,” Information processing & management

1988

Earlier work this paper cites.

R. Grishman and B. M. Sundheim, “Message understanding conference-6: A brief history,” in COLING 1996 Volume 1: The 16th International Conference on Computational Linguistics

1996

Earlier work this paper cites.

S. Arya, D. M. Mount, N. S. Netanyahu, R. Silverman, and A. Y. Wu, “An optimal algorithm for approximate nearest neighbor searching fixed dimensions,” Journal of the ACM (JACM)

1998

Earlier work this paper cites.

J. Ramos et al

2003

Earlier work this paper cites.

X. Zhu, Z. Ghahramani, and J. Lafferty, “Semi-supervised learning using gaussian fields and harmonic functions,” in Proceedings of the Twentieth International Conference on International Conference on Machine Learning

2003

Earlier work this paper cites.

D. Nadeau and S. Sekine, “A survey of named entity recognition and classification,” Lingvisticae Investigationes

2007

Earlier work this paper cites.

U. Von Luxburg, “A tutorial on spectral clustering,” Statistics and computing

2007

Earlier work this paper cites.

M. Mintz, S. Bills, R. Snow, and D. Jurafsky, “Distant supervision for relation extraction without labeled data,” in Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP

2009

Earlier work this paper cites.

J. Devlin, M.-W. Chang, K. Lee, and K. Toutanova, “Bert: Pre-training of deep bidirectional transformers for language understanding,” arXiv preprint arXiv:1810.04805

Original

2018

Earlier work this paper cites.

T. Mitchell, W. Cohen, E. Hruschka, P. Talukdar, B. Yang, J. Betteridge, A. Carlson, B. Dalvi, M. Gardner, B. Kisiel, et al

2018

Earlier work this paper cites.

Y. Liu, M. Ott, N. Goyal, J. Du, M. Joshi, D. Chen, O. Levy, M. Lewis, L. Zettlemoyer, and V. Stoyanov, “Roberta: A robustly optimized bert pretraining approach,” arXiv preprint arXiv:1907.11692

Original

2019

Earlier work this paper cites.

S. Welleck, I. Kulikov, S. Roller, E. Dinan, K. Cho, and J. Weston, “Neural text generation with unlikelihood training,” arXiv preprint arXiv:1908.04319

Original

2019

Earlier work this paper cites.

F. Petroni, T. Rocktäschel, P. Lewis, A. Bakhtin, Y. Wu, A. H. Miller, and S. Riedel, “Language models as knowledge bases?,” arXiv preprint arXiv:1909.01066

Original

2019

Cited alongside, same era.

W. Xiong, M. Yu, S. Chang, X. Guo, and W. Y. Wang, “Improving question answering over incomplete kbs with knowledge-aware reader,” arXiv preprint arXiv:1905.07098

Original

2019

Cited alongside, same era.

C. Raffel, N. Shazeer, A. Roberts, K. Lee, S. Narang, M. Matena, Y. Zhou, W. Li, and P. J. Liu, “Exploring the limits of transfer learning with a unified text-to-text transformer,” The Journal of Machine Learning Research

2020

Cited alongside, same era.

P. Lewis, E. Perez, A. Piktus, F. Petroni, V. Karpukhin, N. Goyal, H. Küttler, M. Lewis, W.-t. Yih, T. Rocktäschel, et al

2020

Cited alongside, same era.

H. He, H. Zhang, and D. Roth, “Rethinking with retrieval: Faithful large language model inference,” arXiv preprint arXiv:2301.00303

Original

2022

Later among the works it cites.

H. Trivedi, N. Balasubramanian, T. Khot, and A. Sabharwal, “Interleaving retrieval with chain-of-thought reasoning for knowledge-intensive multi-step questions,” arXiv preprint arXiv:2212.10509

Original

2022

Later among the works it cites.

M. Yasunaga, A. Bosselut, H. Ren, X. Zhang, C. D. Manning, P. S. Liang, and J. Leskovec, “Deep bidirectional language-knowledge graph pretraining,” Advances in Neural Information Processing Systems

2022

Later among the works it cites.

M. Ho, A. Sharma, J. Chang, M. Saxon, S. Levy, Y. Lu, and W. Y. Wang, “Wikiwhy: Answering and explaining cause-and-effect questions,” arXiv preprint arXiv:2210.12152

Original

2022

Later among the works it cites.