NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction

21 May 2025

Papers citing "NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction"

10 / 10 papers shown

Title
Multi-Record Web Page Information Extraction From News Websites Alexander Kustenkov Maksim Varlamov Alexander Yatskov 52 1 0 21 Feb 2025
Using LLMs for the Extraction and Normalization of Product Attribute Values Alexander Brinkmann Nick Baumann Christian Bizer 84 11 0 04 Mar 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 166 389 0 09 Feb 2024
A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models Junjie Ye Xuanting Chen Nuo Xu Can Zu Zekai Shao ... Jie Zhou Siming Chen Tao Gui Qi Zhang Xuanjing Huang ELM 48 323 0 18 Mar 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 644 13,788 0 15 Mar 2023
PLAtE: A Large-scale Dataset for List Page Web Extraction Aidan San Yuan Zhuang J. Bakus Colin Lockard David M. Ciemiewicz Sandeep Atluri Yangfeng Ji Kevin Small Heba Elfardy 53 5 0 24 May 2022
The Klarna Product Page Dataset: Web Element Nomination with Graph Neural Networks and Large Language Models A. Hotti Riccardo Sven Risuleo Stefan Magureanu Aref Moradi J. Lagergren 54 5 0 03 Nov 2021
MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding Junlong Li Yiheng Xu Lei Cui Furu Wei VLM 3DGS 50 61 0 16 Oct 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 500 41,106 0 28 May 2020
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 966 93,936 0 11 Oct 2018