Fusing Multimodal Signals on Hyper-complex Space for Extreme Abstractive Text Summarization (TL;DR) of Scientific Contents

24 June 2023

Vikram Goyal

Papers citing "Fusing Multimodal Signals on Hyper-complex Space for Extreme Abstractive Text Summarization (TL;DR) of Scientific Contents"

23 / 23 papers shown

Title
Continually Self-Improving Language Models for Bariatric Surgery Question--Answering Yash Kumar Atri Thomas H Shin Thomas Hartvigsen 41 1 0 22 May 2025
CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision Yuning Mao Ming Zhong Jiawei Han 37 15 0 12 May 2022
MHMS: Multimodal Hierarchical Multimedia Summarization Jielin Qiu Jiacheng Zhu Mengdi Xu Franck Dernoncourt Trung Bui Zhaowen Wang Yue Liu Ding Zhao Hailin Jin 79 12 0 07 Apr 2022
UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation Zhengkun Zhang Xiaojun Meng Yasheng Wang Xin Jiang Qun Liu Zhenglu Yang 50 47 0 13 Sep 2021
ICAF: Iterative Contrastive Alignment Framework for Multimodal Abstractive Summarization Zijian Zhang Chang Shu Youxin Chen Jing Xiao Qian Zhang Lu Zheng 42 5 0 11 Aug 2021
See, Hear, Read: Leveraging Multimodality with Guided Attention for Abstractive Text Summarization Yash Kumar Atri Shraman Pramanick Vikram Goyal Tanmoy Chakraborty 61 35 0 20 May 2021
Automated News Summarization Using Transformers Anushka Gupta Diksha Chugh Anjum R. Katarya 40 64 0 23 Apr 2021
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters Aston Zhang Yi Tay Shuai Zhang Alvin Chan Anh Tuan Luu S. Hui Jie Fu MQ 200 84 0 17 Feb 2021
TLDR: Extreme Summarization of Scientific Documents Isabel Cachola Kyle Lo Arman Cohan Daniel S. Weld 103 217 0 30 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 165 4,062 0 10 Apr 2020
Multi-modal Dense Video Captioning Vladimir E. Iashin Esa Rahtu 53 169 0 17 Mar 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 275 2,048 0 18 Dec 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 419 20,127 0 23 Oct 2019
Fine-tune BERT for Extractive Summarization Yang Liu 70 486 0 25 Mar 2019
How2: A Large-scale Dataset for Multimodal Language Understanding Ramon Sanabria Ozan Caglayan Shruti Palaskar Desmond Elliott Loïc Barrault Lucia Specia Florian Metze VGen MLLM 81 288 0 01 Nov 2018
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization Logan Lebanoff Kaiqiang Song Fei Liu 44 157 0 19 Aug 2018
Structure-Infused Copy Mechanisms for Abstractive Summarization Kaiqiang Song Lin Zhao Fei Liu 69 76 0 14 Jun 2018
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 293 4,019 0 14 Apr 2017
Text-guided Attention Model for Image Captioning Jonghwan Mun Minsu Cho Bohyung Han VLM 39 93 0 12 Dec 2016
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 350 1,262 0 14 Nov 2016
Neural Summarization by Extracting Sentences and Words Jianpeng Cheng Mirella Lapata 67 809 0 23 Mar 2016
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 341 3,547 0 10 Jun 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 552 27,300 0 01 Sep 2014