Small Agent Can Also Rock! Empowering Small Language Models as
Hallucination Detector

Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector

17 June 2024

Junyi Li

Wayne Xin Zhao

Fuzheng Zhang

Di Zhang

Kun Gai

Ji-Rong Wen

Papers citing "Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector"

7 / 7 papers shown

Title
A Unified Agentic Framework for Evaluating Conditional Image Generation Jifang Wang Xue Yang Longyue Wang Zhenran Xu Y. Wang Yaowei Wang Weihua Luo Kaifu Zhang Baotian Hu Min Zhang EGVM DiffM 66 0 0 09 Apr 2025
FIRE: Fact-checking with Iterative Retrieval and Verification Zhuohan Xie Rui Xing Yuxia Wang Jiahui Geng Hasan Iqbal Dhruv Sahnan Iryna Gurevych Preslav Nakov HILM 48 2 0 17 Oct 2024
What is the Role of Small Models in the LLM Era: A Survey Lihu Chen Gaël Varoquaux ALM 50 23 0 10 Sep 2024
SLM Meets LLM: Balancing Latency, Interpretability and Consistency in Hallucination Detection Mengya Hu Rui Xu Deren Lei Yaxi Li Mingyu Wang Emily Ching Eslam Kamal Alex Deng 24 3 0 22 Aug 2024
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering Yuhao Wang Ruiyang Ren Junyi Li Wayne Xin Zhao Jing Liu Ji-Rong Wen RALM 30 8 0 27 Feb 2024
Hallucination Detection and Hallucination Mitigation: An Investigation Junliang Luo Tianyu Li Di Wu Michael R. M. Jenkin Steve Liu Gregory Dudek HILM LLMAG 28 20 0 16 Jan 2024
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 208 2,413 0 06 Oct 2022