Evaluating book summaries from internal knowledge in Large Language Models: a cross-model and semantic consistency approach

27 March 2025

Papers citing "Evaluating book summaries from internal knowledge in Large Language Models: a cross-model and semantic consistency approach"

12 / 12 papers shown

Title
Deterministic or probabilistic? The psychology of LLMs as random number generators Javier Coronado-Blázquez 86 1 0 27 Feb 2025
Analyzing Memorization in Large Language Models through the Lens of Model Attribution Tarun Ram Menta Susmit Agrawal Chirag Agarwal 50 3 0 10 Jan 2025
Assessing LLMs for Zero-shot Abstractive Summarization Through the Lens of Relevance Paraphrasing Hadi Askari Anshuman Chhabra Muhao Chen Prasant Mohapatra 56 5 0 06 Jun 2024
Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement Wenda Xu Guanglei Zhu Xuandong Zhao Liangming Pan Lei Li Wenjie Wang 65 63 0 18 Feb 2024
Digger: Detecting Copyright Content Mis-usage in Large Language Model Training Haodong Li Gelei Deng Yi Liu Kailong Wang Yuekang Li Tianwei Zhang Yang Liu Guoai Xu Guosheng Xu Haoyu Wang 77 26 0 01 Jan 2024
Systematic Assessment of Factual Knowledge in Large Language Models Linhao Luo Thuy-Trang Vu Dinh Q. Phung Gholamreza Haffari KELM 45 10 0 18 Oct 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Jindong Wang Xing Xie Zheng Zhang Yue Zhang HILM KELM 110 200 0 11 Oct 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 391 4,422 0 09 Jun 2023
On Learning to Summarize with Large Language Models as References Yixin Liu Kejian Shi Katherine S He Longtian Ye Alexander R. Fabbri Pengfei Liu Dragomir R. Radev Arman Cohan ELM 66 81 0 23 May 2023
Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder Z. Fu W. Lam Qian Yu Anthony Man-Cho So Shengding Hu Zhiyuan Liu Nigel Collier AuLLM 52 43 0 08 Apr 2023
Toy Models of Superposition Nelson Elhage Tristan Hume Catherine Olsson Nicholas Schiefer T. Henighan ... Sam McCandlish Jared Kaplan Dario Amodei Martin Wattenberg C. Olah AAML MILM 185 377 0 21 Sep 2022
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 335 5,845 0 21 Apr 2019