Evaluation of RAG Metrics for Question Answering in the Telecom Domain

15 July 2024

Papers citing "Evaluation of RAG Metrics for Question Answering in the Telecom Domain"

7 / 7 papers shown

Title
Knowledge Distillation of Domain-adapted LLMs for Question-Answering in Telecom Rishika Sen Sujoy Roychowdhury Sumit Soman H. G. Ranjani Srikhetra Mohanty 66 0 0 28 Apr 2025
Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive Survey Aoran Gan Hao Yu Kai Zhang Qi Liu Wenyu Yan Zhenya Huang Shiwei Tong Guoping Hu RALM 3DV 38 0 0 21 Apr 2025
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation Dun Yuan Hao Zhou Di Wu Xue Liu Hao Chen Yan Xin Jianzhong Zhang RALM 37 0 0 31 Mar 2025
TeleOracle: Fine-Tuned Retrieval-Augmented Generation with Long-Context Support for Network Nouf Alabbasi Omar Erak Omar Alhussein Ismail Lotfi Sami Muhaidat Merouane Debbah RALM 142 0 0 04 Nov 2024
Search Engines in an AI Era: The False Promise of Factual and Verifiable Source-Cited Responses Pranav Narayanan Venkit Philippe Laban Yilun Zhou Yixin Mao C. Wu ELM 32 7 0 15 Oct 2024
Using Large Language Models to Understand Telecom Standards Athanasios Karapantelakis Mukesh Shakur Alexandros Nikou Farnaz Moradi Christian Orlog Fitsum Gaim Henrik Holm Doumitrou Daniil Nimara Vincent Huang 33 13 0 02 Apr 2024
All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality William Timkey Marten van Schijndel 213 110 0 09 Sep 2021