FactKB: Generalizable Factuality Evaluation using Language Models
Enhanced with Factual Knowledge

FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge

14 May 2023

Vidhisha Balachandran

Papers citing "FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge"

17 / 17 papers shown

Title
The Challenge of Achieving Attributability in Multilingual Table-to-Text Generation with Question-Answer Blueprints Aden Haussmann LMTD 62 0 0 29 Mar 2025
HICD: Hallucination-Inducing via Attention Dispersion for Contrastive Decoding to Mitigate Hallucinations in Large Language Models Xinyan Jiang Hang Ye Yongxin Zhu Xiaoying Zheng Zikang Chen Jun Gong 49 0 0 17 Mar 2025
Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators Dingkang Yang Dongling Xiao Jinjie Wei Mingcheng Li Zhaoyu Chen Ke Li Li Zhang HILM 94 4 0 28 Jan 2025
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models Yanwen Huang Yong Zhang Ning Cheng Zhitao Li Shaojun Wang Jing Xiao 91 0 0 02 Jan 2025
Query-Guided Self-Supervised Summarization of Nursing Notes Ya Gao H. Moen S. Koivusalo M. Koskinen Pekka Marttinen 44 1 0 04 Jul 2024
FineSurE: Fine-grained Summarization Evaluation using LLMs Hwanjun Song Hang Su Igor Shalyminov Jason (Jinglun) Cai Saab Mansour HILM 41 31 0 01 Jul 2024
Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphs Xiaoze Liu Feijie Wu Tianyang Xu Zhuo Chen Yichi Zhang Xiaoqian Wang Jing Gao HILM 52 8 0 01 Apr 2024
KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph Tiezheng Guo Qingwen Yang Chen Wang Yanyi Liu Pan Li Jiawei Tang Dapeng Li Yingyou Wen RALM LRM 39 22 0 26 Dec 2023
Sentiment Analysis through LLM Negotiations Xiaofei Sun Xiaoya Li Shengyu Zhang Shuhe Wang Fei Wu Jiwei Li Tianwei Zhang Guoyin Wang 35 16 0 03 Nov 2023
Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling Vidhisha Balachandran Hannaneh Hajishirzi William W. Cohen Yulia Tsvetkov HILM KELM 92 46 0 22 Oct 2022
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding Shangbin Feng Zhaoxuan Tan Wenqian Zhang Zhenyu Lei Yulia Tsvetkov KELM VLM 56 10 0 08 Oct 2022
Neural Methods for Logical Reasoning Over Knowledge Graphs Alfonso Amayuelas Shuai Zhang Susie Xi Rao Ce Zhang NAI 78 24 0 28 Sep 2022
Open Domain Question Answering with A Unified Knowledge Interface Kaixin Ma Hao Cheng Xiaodong Liu Eric Nyberg Jianfeng Gao RALM 145 38 0 16 Oct 2021
End-to-End Segmentation-based News Summarization Yang Liu Chenguang Zhu Michael Zeng VLM 46 26 0 15 Oct 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 231 306 0 27 Apr 2021
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering Barlas Oğuz Xilun Chen Vladimir Karpukhin Stanislav Peshterliev Dmytro Okhonko M. Schlichtkrull Sonal Gupta Yashar Mehdad Scott Yih 211 87 0 29 Dec 2020
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,433 0 22 Aug 2019