PosterSum: A Multimodal Benchmark for Scientific Poster Summarization

PosterSum: A Multimodal Benchmark for Scientific Poster Summarization

24 February 2025

Pasquale Minervini

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Papers citing "PosterSum: A Multimodal Benchmark for Scientific Poster Summarization"

19 / 19 papers shown

Title
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers Shraman Pramanick Rama Chellappa Subhashini Venugopalan 74 21 0 12 Jul 2024
DocLLM: A layout-aware generative language model for multimodal document understanding Dongsheng Wang Natraj Raman Mathieu Sibue Zhiqiang Ma Petr Babkin Simerjot Kaur Yulong Pei Armineh Nourbakhsh Xiaomo Liu VLM 75 60 0 31 Dec 2023
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI Xiang Yue Yuansheng Ni Kai Zhang Tianyu Zheng Ruoqi Liu ... Yibo Liu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen OSLM ELM VLM 234 943 0 27 Nov 2023
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts Pan Lu Hritik Bansal Tony Xia Jiacheng Liu Chun-yue Li Hannaneh Hajishirzi Hao Cheng Kai-Wei Chang Michel Galley Jianfeng Gao LRM MLLM 122 616 0 03 Oct 2023
DocFormerv2: Local Features for Document Understanding Srikar Appalaraju Peng Tang Qi Dong Nishant Sankaran Yichu Zhou R. Manmatha 82 40 0 02 Jun 2023
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation Sewon Min Kalpesh Krishna Xinxi Lyu M. Lewis Wen-tau Yih Pang Wei Koh Mohit Iyyer Luke Zettlemoyer Hannaneh Hajishirzi HILM ALM 132 693 0 23 May 2023
Divide and Conquer: Answering Questions with Object Factorization and Compositional Reasoning Shi Chen Qi Zhao 85 6 0 18 Mar 2023
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding Qiming Peng Yinxu Pan Wenjin Wang Bin Luo Zhenyu Zhang ... Shi Feng Yu Sun Hao Tian Hua Wu Haifeng Wang 64 83 0 12 Oct 2022
TSTR: Too Short to Represent, Summarize with Details! Intro-Guided Extended Summary Generation Sajad Sotudeh Nazli Goharian 23 6 0 02 Jun 2022
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning Ahmed Masry Do Xuan Long J. Tan Shafiq Joty Enamul Hoque AIMat 132 680 0 19 Mar 2022
SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization Philippe Laban Tobias Schnabel Paul N. Bennett Marti A. Hearst HILM 107 395 0 18 Nov 2021
Leveraging Information Bottleneck for Scientific Document Summarization Jiaxin Ju Ming Liu Huan Yee Koh Yuan Jin Lan Du Shirui Pan 96 15 0 04 Oct 2021
MMOCR: A Comprehensive Toolbox for Text Detection, Recognition and Understanding Zhanghui Kuang Hongbin Sun Zhizhong Li Xiaoyu Yue T. Lin ... Tong Gao Wenwei Zhang Kai-xiang Chen Wayne Zhang Dahua Lin VLM 42 73 0 14 Aug 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning Jack Hessel Ari Holtzman Maxwell Forbes Ronan Le Bras Yejin Choi CLIP 148 1,582 0 18 Apr 2021
TLDR: Extreme Summarization of Scientific Documents Isabel Cachola Kyle Lo Arman Cohan Daniel S. Weld 110 217 0 30 Apr 2020
ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks Michihiro Yasunaga Jungo Kasai Rui Zhang Alexander R. Fabbri Irene Li Dan Friedman Dragomir R. Radev 116 209 0 04 Sep 2019
TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks Guy Lev Michal Shmueli-Scheuer Jonathan Herzig Achiya Jerbi D. Konopnicki 127 52 0 04 Jun 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 329 5,845 0 21 Apr 2019
A Call for Clarity in Reporting BLEU Scores Matt Post 165 2,994 0 23 Apr 2018