WebFormer: The Web-page Transformer for Structure Information Extraction

1 February 2022

Papers citing "WebFormer: The Web-page Transformer for Structure Information Extraction"

20 / 20 papers shown

Title
ReaderLM-v2: Small Language Model for HTML to Markdown and JSON Feng Wang Zesheng Shi Bo Wang Nan Wang Han Xiao RALM 81 1 0 03 Mar 2025
From Context to Action: Analysis of the Impact of State Representation and Context on the Generalization of Multi-Turn Web Navigation Agents Nalin Tiwary Vardhan Dongre Sanil Arun Chawla Ashwin Lamani Dilek Hakkani-Tur LLMAG 23 0 0 31 Oct 2024
A Survey on Retrieval-Augmented Text Generation for Large Language Models Yizheng Huang Jimmy X. Huang 3DV RALM 66 46 0 17 Apr 2024
Coarse-Tuning for Ad-hoc Document Retrieval Using Pre-trained Language Models Atsushi Keyaki Ribeka Keyaki 39 0 0 25 Mar 2024
Hypertext Entity Extraction in Webpage Yifei Yang Tianqiao Liu Bo Shao Hai Zhao Linjun Shou Ming Gong Daxin Jiang 44 0 0 04 Mar 2024
Cleaner Pretraining Corpus Curation with Neural Web Scraping Zhipeng Xu Zhenghao Liu Yukun Yan Zhiyuan Liu Ge Yu Chenyan Xiong CLIP OnRL 27 4 0 22 Feb 2024
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue Xing Han Lù Zdeněk Kasner Siva Reddy 34 59 0 08 Feb 2024
High-throughput Biomedical Relation Extraction for Semi-Structured Web Articles Empowered by Large Language Models Songchi Zhou Sheng Yu 23 0 0 13 Dec 2023
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis Izzeddin Gur Hiroki Furuta Austin Huang Mustafa Safdari Yutaka Matsuo Douglas Eck Aleksandra Faust LM&Ro LLMAG 39 198 0 24 Jul 2023
OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents Hugo Laurenccon Lucile Saulnier Léo Tronchon Stas Bekman Amanpreet Singh ... Siddharth Karamcheti Alexander M. Rush Douwe Kiela Matthieu Cord Victor Sanh 25 230 0 21 Jun 2023
PIVOINE: Instruction Tuning for Open-world Information Extraction Keming Lu Xiaoman Pan Kaiqiang Song Hongming Zhang Dong Yu Jianshu Chen 28 10 0 24 May 2023
Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path Zilong Wang Jingbo Shang 49 0 0 23 May 2023
Multimodal Web Navigation with Instruction-Finetuned Foundation Models Hiroki Furuta Kuang-Huei Lee Ofir Nachum Yutaka Matsuo Aleksandra Faust S. Gu Izzeddin Gur LM&Ro 36 92 0 19 May 2023
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information Yijia Shao Mengyu Zhou Yifan Zhong Tao Wu Hongwei Han Shi Han Gideon Huang Dongmei Zhang 3DV 17 2 0 10 Nov 2022
Cross-domain Generalization for AMR Parsing Xuefeng Bai Sen Yang Leyang Cui Linfeng Song Yue Zhang 49 2 0 22 Oct 2022
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding Kenton Lee Mandar Joshi Iulia Turc Hexiang Hu Fangyu Liu Julian Martin Eisenschlos Urvashi Khandelwal Peter Shaw Ming-Wei Chang Kristina Toutanova CLIP VLM 169 263 0 07 Oct 2022
XDoc: Unified Pre-training for Cross-Format Document Understanding Jingye Chen Tengchao Lv Lei Cui Changrong Zhang Furu Wei 50 13 0 06 Oct 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 27 4 0 03 Nov 2021
Simplified DOM Trees for Transferable Attribute Extraction from the Web Yichao Zhou Ying Sheng N. Vo Nick Edmonds Sandeep Tata 124 28 0 07 Jan 2021
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding Yang Xu Yiheng Xu Tengchao Lv Lei Cui Furu Wei ... D. Florêncio Cha Zhang Wanxiang Che Min Zhang Lidong Zhou ViT MLLM 153 498 0 29 Dec 2020