Towards Fine-Grained Citation Evaluation in Generated Text: A
Comparative Analysis of Faithfulness Metrics

Towards Fine-Grained Citation Evaluation in Generated Text: A Comparative Analysis of Faithfulness Metrics

21 June 2024

Mohammad Aliannejadi

Yifei Yuan

Evangelos Kanoulas

Papers citing "Towards Fine-Grained Citation Evaluation in Generated Text: A Comparative Analysis of Faithfulness Metrics"

8 / 8 papers shown

Title
LecEval: An Automated Metric for Multimodal Knowledge Acquisition in Multimedia Learning Joy Lim Jia Yin Daniel Zhang-Li Jifan Yu H. Li Shangqing Tu ... Zhiyuan Liu Huiqin Liu Lei Hou Juanzi Li Bin Xu 19 0 0 04 May 2025
The Viability of Crowdsourcing for RAG Evaluation Lukas Gienapp Tim Hagen Maik Frobe Matthias Hagen Benno Stein Martin Potthast Harrisen Scells 21 0 0 22 Apr 2025
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse Maojia Song Shang Hong Sim Rishabh Bhardwaj Hai Leong Chieu Navonil Majumder Soujanya Poria 27 6 0 17 Sep 2024
Training Language Models to Generate Text with Citations via Fine-grained Rewards Chengyu Huang Zeqiu Wu Yushi Hu Wenya Wang HILM LRM 67 25 0 06 Feb 2024
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 215 305 0 27 Apr 2021
GPT2MVS: Generative Pre-trained Transformer-2 for Multi-modal Video Summarization Jia-Hong Huang L. Murn M. Mrak M. Worring ViT 79 37 0 26 Apr 2021
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 170 3,504 0 10 Jun 2015