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The application of Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) systems in the telecommunication domain presents unique challenges, primarily due to the complex nature of telecom standard documents and the rapid evolution of the field.
A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, L. u. Kaiser, and I. Polosukhin, “Attention is all you need,” in Advances in neural information processing systems (NIPS) , 2017, pp. 5998–6008
2017
Earlier work this paper cites.
J. Johnson, M. Douze, and H. Jégou, “Faiss: Facebook ai similarity search,” https://github.com/facebookresearch/faiss, 2017
2017
Earlier work this paper cites.
J. Gao, M. Galley, and L. Li, “Neural Approaches to Conversational AI,” in Annual Meeting of the Association for Computational Linguistics (ACL): Tutorial Abstracts , 2019
2019
Earlier work this paper cites.
2020
Earlier work this paper cites.
A. Kusupati, G. Bhatt, A. Rege, M. Wallingford, A. Sinha, V. Ramanujan, W. Howard-Snyder, K. Chen, S. Kakade, P. Jain, and A. Farhadi, “Matryoshka Representation Learning,” in Advances in Neural Information Processing Systems (NeurIPS) , 2022
2022
Earlier work this paper cites.
2023
Earlier work this paper cites.
2023
Cited alongside, same era.
S. Siriwardhana, R. Weerasekera, E. Wen, T. Kaluarachchi, R. Rana, and S. Nanayakkara, “Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering,” Transactions of the Association for Computational Linguistics , vol. 11, pp. 1–17, 01 2023
2023
Cited alongside, same era.
F. Gilardi, M. Alizadeh, and M. Kubli, “ChatGPT Outperforms Crowd-Workers for Text-Annotation Tasks,” Proceedings of the National Academy of Sciences , vol. 120, no. 30, 2023
2023
Cited alongside, same era.
A. Maatouk, N. Piovesan, F. Ayed, A. D. Domenico, and M. Debbah, “Large Language Models for Telecom: Forthcoming Impact on the Industry,” IEEE Communications Magazine , pp. 1–7, 2024
2024
Cited alongside, same era.
N. Piovesan, A. De Domenico, and F. Ayed, “Telecom language models: Must they be large?” IEEE 35th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) , 2024
2024
Closest in time.
LlamaIndex, “Evaluating the Ideal Chunk Size for a RAG System Using LlamaIndex,” LlamaIndex Blog, 2024. [Online]. Available: https://www.llamaindex.ai/blog/evaluating-the-ideal-chunk-size-for-a-rag-system-using-llamaindex-6207e5d3fec5
2024
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2024
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2024
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2024
Cited alongside, same era.
2024
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3GPP, “Specifications by series.” [Online]. Available: https://www.3gpp.org/specifications-technologies/specifications-by-series
Cited in the paper.
3GPP TSG SA, “TR 21.905, Vocabulary for 3GPP Specifications,” V17.2.0 , March 2024
2024
Closest in time.
OpenAI, “New embedding models and api updates,” https://openai.com/blog/new-embedding-models-and-api-updates, 2023, accessed: 2024-04-18
2024
Closest in time.