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MSMO: Multimodal Summarization with Multimodal Output

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-50496-4_54openalex-snapshot
GuideRank: A Guided Ranking Graph Model for Multilingual Multi-document Summarization
inferredcites →https://doi.org/10.1007/978-3-319-73618-1_2openalex-snapshot
Augmenting Neural Sentence Summarization Through Extractive Summarization
inferredcites →https://doi.org/10.1016/j.knosys.2016.05.022openalex-snapshot
Leveraging multimodal information for event summarization and concept-level sentiment analysis
inferredcites →https://doi.org/10.1109/cvpr.2015.7298932openalex-snapshot
Deep visual-semantic alignments for generating image descriptions
inferredcites →https://doi.org/10.1109/tip.2016.2615289openalex-snapshot
Multimodal Stereoscopic Movie Summarization Conforming to Narrative Characteristics
inferredcites →https://doi.org/10.1109/tkde.2018.2848260openalex-snapshot
Read, Watch, Listen, and Summarize: Multi-Modal Summarization for Asynchronous Text, Image, Audio and Video
inferredcites →https://doi.org/10.1109/tmm.2013.2267205openalex-snapshot
Multimodal Saliency and Fusion for Movie Summarization Based on Aural, Visual, and Textual Attention
inferredcites →https://doi.org/10.1109/tmm.2014.2384912openalex-snapshot
Multimedia Summarization for Social Events in Microblog Stream
inferredcites →https://doi.org/10.1109/tpami.2018.2797921openalex-snapshot
Learning Two-Branch Neural Networks for Image-Text Matching Tasks
inferredcites →https://doi.org/10.1117/12.421129openalex-snapshot
Template matching using fast normalized cross correlation
inferredcites →https://doi.org/10.1145/2505515.2505652openalex-snapshot
Multimedia summarization for trending topics in microblogs
inferredcites →https://doi.org/10.1145/2822907openalex-snapshot
Multimedia News Summarization in Search
inferredcites →https://doi.org/10.1145/2964284.2964294openalex-snapshot
Multi-modal Multi-view Topic-opinion Mining for Social Event Analysis
inferredcites →https://doi.org/10.1145/502585.502627openalex-snapshot
Evaluation of Item-Based Top- N Recommendation Algorithms
inferredcites →https://doi.org/10.1162/tacl_a_00166openalex-snapshot
From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions
inferredcites →https://doi.org/10.18653/v1/d15-1044openalex-snapshot
A Neural Attention Model for Abstractive Sentence Summarization
inferredcites →https://doi.org/10.18653/v1/d15-1166openalex-snapshot
Effective Approaches to Attention-based Neural Machine Translation
inferredcites →https://doi.org/10.18653/v1/d17-1114openalex-snapshot
Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video
inferredcites →https://doi.org/10.18653/v1/k16-1028openalex-snapshot
Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond
inferredcites →https://doi.org/10.18653/v1/n16-1008openalex-snapshot
A Low-Rank Approximation Approach to Learning Joint Embeddings of News Stories and Images for Timeline Summarization
inferredcites →https://doi.org/10.18653/v1/n18-1150openalex-snapshot
Deep Communicating Agents for Abstractive Summarization
inferredcites →https://doi.org/10.18653/v1/p17-1099openalex-snapshot
Get To The Point: Summarization with Pointer-Generator Networks
inferredcites →https://doi.org/10.21236/ada439546openalex-snapshot
Evaluation of Item-Based Top-N Recommendation Algorithms
inferredcites →https://doi.org/10.24963/ijcai.2018/577openalex-snapshot
Multi-modal Sentence Summarization with Modality Attention and Image Filtering
inferredcites →https://doi.org/10.3115/1614049.1614095openalex-snapshot
Improved affinity graph based multi-document summarization
inferredcites →https://doi.org/10.48550/arxiv.1103.0398openalex-snapshot
Natural Language Processing (almost) from Scratch
inferredcites →https://doi.org/10.48550/arxiv.1409.0473openalex-snapshot
Neural Machine Translation by Jointly Learning to Align and Translate
inferredcites →https://doi.org/10.48550/arxiv.1409.1556openalex-snapshot
Very Deep Convolutional Networks for Large-Scale Image Recognition
inferredcites →https://doi.org/10.48550/arxiv.1411.2539openalex-snapshot
Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models
inferredcites →https://doi.org/10.48550/arxiv.1502.03044openalex-snapshot
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
inferredcites →https://doi.org/10.48550/arxiv.1506.03340openalex-snapshot
Teaching Machines to Read and Comprehend
inferredcites →https://doi.org/10.48550/arxiv.1705.04304openalex-snapshot
A Deep Reinforced Model for Abstractive Summarization
inferredcites →https://doi.org/10.48550/arxiv.1707.05612openalex-snapshot
VSE++: Improving Visual-Semantic Embeddings with Hard Negatives
inferredcites →https://doi.org/10.5121/ijcsit.2012.4304openalex-snapshot
Evaluation of Information Retrieval Systems

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.1007/978-3-030-45442-5_24openalex-snapshot
Text-Image-Video Summary Generation Using Joint Integer Linear Programming
inferred← citeshttps://doi.org/10.1007/978-3-031-35641-4_6openalex-snapshot
Multi-modal Content Summarization
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Multimodal Learning for Automatic Summarization: A Survey
inferred← citeshttps://doi.org/10.1007/978-3-031-56063-7_14openalex-snapshot
Yes, This Is What I Was Looking For! Towards Multi-modal Medical Consultation Concern Summary Generation
inferred← citeshttps://doi.org/10.1007/978-3-031-70552-6_16openalex-snapshot
IndicBART Alongside Visual Element: Multimodal Summarization in Diverse Indian Languages
inferred← citeshttps://doi.org/10.1007/978-3-031-78495-8_3openalex-snapshot
Facet-Aware Multimodal Summarization via Cross-Modal Alignment
inferred← citeshttps://doi.org/10.1007/978-3-032-04614-7_21openalex-snapshot
From Conversations to Insights: A Multimodal Approach to Discussion Summarization
inferred← citeshttps://doi.org/10.1007/978-3-032-14099-9_45openalex-snapshot
A Systematic Literature Review on Multimodal Abstractive Text Summarisation Using Transformer-Based and Attention Models
inferred← citeshttps://doi.org/10.1007/978-3-032-21289-4_14openalex-snapshot
From Comments to Conclusions: Adaptive Reader-Aware Summary Generation in Low-Resource Languages via Agent Debate
inferred← citeshttps://doi.org/10.1007/978-3-032-36039-7_36openalex-snapshot
Figures as Evidence: Multi-image Scientific Generation
inferred← citeshttps://doi.org/10.1007/978-981-15-6318-8_30openalex-snapshot
Comparative Analysis of Neural Models for Abstractive Text Summarization
inferred← citeshttps://doi.org/10.1007/978-981-16-0100-2_11openalex-snapshot
Automatic Text Summarization
inferred← citeshttps://doi.org/10.1007/978-981-16-6893-7_54openalex-snapshot
Multimodal Summarization: A Concise Review
inferred← citeshttps://doi.org/10.1007/978-981-95-0629-3_27openalex-snapshot
Multimodal Summarization: A Survey of Techniques, Datasets, and Future Directions
inferred← citeshttps://doi.org/10.1007/978-981-95-6960-1_7openalex-snapshot
Multi-view Interaction Network with Guided Contrastive Learning for Multimodal Summarization
inferred← citeshttps://doi.org/10.1007/978-981-95-7656-2_18openalex-snapshot
A Multimodal Patent Summarization Model with Cross-Modal Attention and Dynamic Gating Fusion
inferred← citeshttps://doi.org/10.1007/978-981-96-1528-5_11openalex-snapshot
Multimodal Summarization with Modality-Aware Fusion and Summarization Ranking
inferred← citeshttps://doi.org/10.1007/978-981-96-2724-0_5openalex-snapshot
MMSMI: Multilingual Multimodal Summarization for Multimodal Input
inferred← citeshttps://doi.org/10.1007/978-981-96-2885-8_12openalex-snapshot
Investigating ChatGPT Translation Hallucination from an Embodied-Cognitive Translatology Perspective
inferred← citeshttps://doi.org/10.1007/978-981-96-3860-4_49openalex-snapshot
Automatic Summarization Evaluation: A Pretrained Sentence Transformer Based Semantic Similarity Calculation Approach
inferred← citeshttps://doi.org/10.1007/978-981-96-3860-4_50openalex-snapshot
Performing Semantically Rich Summarization Evaluation Using Pretrained DistilRoBERTa Embeddings
inferred← citeshttps://doi.org/10.1007/978-981-96-5123-8_28openalex-snapshot
Ti-MSUM: Tibetan Image and Text Summarization Dataset
inferred← citeshttps://doi.org/10.1007/978-981-96-7008-6_2openalex-snapshot
Elemental Discourse Unit Guidance Based Model for Multimodal Sentence Summarization
inferred← citeshttps://doi.org/10.1007/978-981-97-9440-9_23openalex-snapshot
Sequential Structured Fusion of Image and Text for Enhanced Multimodal Abstractive Summarization
inferred← citeshttps://doi.org/10.1007/978-981-99-6207-5_17openalex-snapshot
MCLS: A Large-Scale Multimodal Cross-Lingual Summarization Dataset
inferred← citeshttps://doi.org/10.1007/s00521-023-08821-5openalex-snapshot
Topic-guided abstractive multimodal summarization with multimodal output
inferred← citeshttps://doi.org/10.1007/s00521-024-09908-3openalex-snapshot
Align vision-language semantics by multi-task learning for multi-modal summarization
inferred← citeshttps://doi.org/10.1007/s00521-024-10895-8openalex-snapshot
Reducing extrinsic hallucination in multimodal abstractive summaries with post-processing technique
inferred← citeshttps://doi.org/10.1007/s00530-025-02084-xopenalex-snapshot
GraphVSum:graph guided multimodal video summarization
inferred← citeshttps://doi.org/10.1007/s00799-023-00352-7openalex-snapshot
Scientific document processing: challenges for modern learning methods
inferred← citeshttps://doi.org/10.1007/s10115-026-02855-6openalex-snapshot
Multimodal abstractive summarization and retrieving relevant images to be multimodal output
inferred← citeshttps://doi.org/10.1007/s10639-023-11855-wopenalex-snapshot
Abstractive video lecture summarization: applications and future prospects
inferred← citeshttps://doi.org/10.1007/s10844-022-00757-xopenalex-snapshot
Extractive text-image summarization with relation-enhanced graph attention network
inferred← citeshttps://doi.org/10.1007/s10844-023-00812-1openalex-snapshot
Self-supervised opinion summarization with multi-modal knowledge graph
inferred← citeshttps://doi.org/10.1007/s10844-024-00886-5openalex-snapshot
Heterogeneous graphormer for extractive multimodal summarization
inferred← citeshttps://doi.org/10.1007/s11042-022-14082-6openalex-snapshot
Text summary evaluation based on interpretable semantic textual similarity
inferred← citeshttps://doi.org/10.1007/s13369-025-10133-wopenalex-snapshot
CMFF_VS: A Video Summarization Extraction Model based on Cross-modal Feature Fusion
inferred← citeshttps://doi.org/10.1007/s13369-026-11415-7openalex-snapshot
RLMS: A Reinforcement Learning-based Multimodal Summarization Approach for Multimodal Input Data
inferred← citeshttps://doi.org/10.1007/s40012-019-00252-9openalex-snapshot
Text summarization using multiobjective optimization
inferred← citeshttps://doi.org/10.1016/j.ipm.2024.103693openalex-snapshot
Multi-task Hierarchical Heterogeneous Fusion Framework for multimodal summarization
inferred← citeshttps://doi.org/10.1016/j.knosys.2021.107152openalex-snapshot
See, hear, read: Leveraging multimodality with guided attention for abstractive text summarization
inferred← citeshttps://doi.org/10.1016/j.knosys.2024.112908openalex-snapshot
SMSMO: Learning to generate multimodal summary for scientific papers
inferred← citeshttps://doi.org/10.1016/j.neucom.2021.04.072openalex-snapshot
D-MmT: A concise decoder-only multi-modal transformer for abstractive summarization in videos
inferred← citeshttps://doi.org/10.1016/j.neucom.2023.127144openalex-snapshot
Multi-modal anchor adaptation learning for multi-modal summarization
inferred← citeshttps://doi.org/10.1016/j.neucom.2024.128255openalex-snapshot
Abstractive text summarization: State of the art, challenges, and improvements
inferred← citeshttps://doi.org/10.1016/j.neucom.2024.128270openalex-snapshot
Multimodal summarization with modality features alignment and features filtering
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.130094openalex-snapshot
Modality-aware contrast and fusion for multi-modal summarization
inferred← citeshttps://doi.org/10.1016/j.patcog.2023.109890openalex-snapshot
Crisis event summary generative model based on hierarchical multimodal fusion
inferred← citeshttps://doi.org/10.1016/j.patcog.2023.109952openalex-snapshot
A Cross-Lingual Summarization method based on cross-lingual Fact-relationship Graph Generation
inferred← citeshttps://doi.org/10.1016/j.sigpro.2025.110250openalex-snapshot
Multimodal video summarization based on graph contrastive learning with fine-grained graph interaction
inferred← citeshttps://doi.org/10.1049/cvi2.12173openalex-snapshot
MCR: Multilayer cross‐fusion with reconstructor for multimodal abstractive summarisation
inferred← citeshttps://doi.org/10.1063/5.0208416openalex-snapshot
ATCoPE - Abstractive text comparison using prompt engineering
inferred← citeshttps://doi.org/10.1063/5.0341845openalex-snapshot
Semantics aware abstractive multimodal summarization with multimodal output
inferred← citeshttps://doi.org/10.1080/1206212x.2023.2284446openalex-snapshot
A novel multi document summarization with document-elements augmentation for learning materials using concept based ILP and clustering methods
inferred← citeshttps://doi.org/10.1088/1742-6596/1856/1/012070openalex-snapshot
MBA: A Multimodal Bilinear Attention Model with Residual Connection for Abstractive Multimodal Summarization
inferred← citeshttps://doi.org/10.1109/access.2021.3129786openalex-snapshot
A Survey of Automatic Text Summarization: Progress, Process and Challenges
inferred← citeshttps://doi.org/10.1109/access.2024.3454382openalex-snapshot
MMSFT: Multilingual Multimodal Summarization by Fine-Tuning Transformers
inferred← citeshttps://doi.org/10.1109/access.2025.3551124openalex-snapshot
Presenting an Order-Aware Multimodal Fusion Framework for Financial Advisory Summarization With an Exclusive Video Dataset
inferred← citeshttps://doi.org/10.1109/aeeca55500.2022.9919012openalex-snapshot
Research on Multimodal Summarization by Integrating Visual and Text Modal Information
inferred← citeshttps://doi.org/10.1109/aiccsa66935.2025.11315376openalex-snapshot
Support Set-Based Retrieval-Augmented Generation for Multimodal Media Summarization
inferred← citeshttps://doi.org/10.1109/cei57409.2022.9950133openalex-snapshot
MTCA: A Multimodal Summarization Model Based on Two-Stream Cross Attention
inferred← citeshttps://doi.org/10.1109/cscwd61410.2024.10580245openalex-snapshot
A Vision Enhanced Framework for Indonesian Multimodal Abstractive Text-Image Summarization
inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.01428openalex-snapshot
Align and Attend: Multimodal Summarization with Dual Contrastive Losses
inferred← citeshttps://doi.org/10.1109/cvpr52733.2024.01294openalex-snapshot
“Previously on…” from Recaps to Story Summarization
inferred← citeshttps://doi.org/10.1109/icbase53849.2021.00051openalex-snapshot
MTMS: A Fact-Corrected Summarization model Based on Multitask Learning and Multimodal Fusion
inferred← citeshttps://doi.org/10.1109/iceet65156.2024.10913899openalex-snapshot
Multimodal Paper Summarization with Hierarchical Fusion
inferred← citeshttps://doi.org/10.1109/icnlp65360.2025.11108459openalex-snapshot
A Framework for Portuguese Multimodal Summarization with Fine-Grained Visual Feature Extraction
inferred← citeshttps://doi.org/10.1109/icnlp69856.2026.11528092openalex-snapshot
HI-MMNet: Enhancing Hindi Multimodal Summarization with Image Segmentation and Cross-Modal Interaction
inferred← citeshttps://doi.org/10.1109/icws62655.2024.00152openalex-snapshot
Length Controllable Model for Images and Texts Summarization
inferred← citeshttps://doi.org/10.1109/ijcnn52387.2021.9534082openalex-snapshot
CtnR: Compress-then-Reconstruct Approach for Multimodal Abstractive Summarization
inferred← citeshttps://doi.org/10.1109/ijcnn54540.2023.10192022openalex-snapshot
Can Multimodal Pointer Generator Transformers Produce Topically Relevant Summaries?
inferred← citeshttps://doi.org/10.1109/ijcnn55064.2022.9892884openalex-snapshot
ICAF: Iterative Contrastive Alignment Framework for Multimodal Abstractive Summarization
inferred← citeshttps://doi.org/10.1109/ijcnn60899.2024.10651126openalex-snapshot
Effective and Efficient: Deeper and Faster Fusion Network for Multimodal Summarization
inferred← citeshttps://doi.org/10.1109/ijcnn60899.2024.10651189openalex-snapshot
KD-VSUM: A Vision Guided Models for Multimodal Abstractive Summarization with Knowledge Distillation
inferred← citeshttps://doi.org/10.1109/iscmi59957.2023.10458505openalex-snapshot
Abstractive Text Summarization Using Multimodal Information
inferred← citeshttps://doi.org/10.1109/jproc.2021.3117472openalex-snapshot
Video Summarization Using Deep Neural Networks: A Survey
inferred← citeshttps://doi.org/10.1109/mipr54900.2022.00081openalex-snapshot
Automatic Evaluation of Machine Generated Feedback For Text and Image Data
inferred← citeshttps://doi.org/10.1109/mlnlp63328.2024.10800131openalex-snapshot
AliSum: Multimodal Summarization with Multimodal Output Boosted by Multimodal Alignment
inferred← citeshttps://doi.org/10.1109/taslpro.2025.3611282openalex-snapshot
Exploring Visual Information Enhancement for Multimodal Customized Opinion Generation
inferred← citeshttps://doi.org/10.1109/tcss.2024.3436690openalex-snapshot
Extracting the Full Story: A Multimodal Approach and Dataset to Crisis Summarization in Tweets
inferred← citeshttps://doi.org/10.1109/tcsvt.2023.3296196openalex-snapshot
TLDW: Extreme Multimodal Summarization of News Videos
inferred← citeshttps://doi.org/10.1109/tkde.2025.3610544openalex-snapshot
ASSM: Adaptive Subject-Focused Modeling for Multimodal Summarization via Semantic Matching
inferred← citeshttps://doi.org/10.1109/tmm.2022.3157993openalex-snapshot
Abstractive Summarization for Video: A Revisit in Multistage Fusion Network With Forget Gate
inferred← citeshttps://doi.org/10.1109/tmm.2022.3229960openalex-snapshot
AnANet: Association and Alignment Network for Modeling Implicit Relevance in Cross-Modal Correlation Classification
inferred← citeshttps://doi.org/10.1109/tpami.2024.3447778openalex-snapshot
Multimodal Cross-Lingual Summarization for Videos: A Revisit in Knowledge Distillation Induced Triple-Stage Training Method
inferred← citeshttps://doi.org/10.1109/wacv56688.2023.00230openalex-snapshot
Recipe2Video: Synthesizing Personalized Videos from Recipe Texts
inferred← citeshttps://doi.org/10.1117/12.2665438openalex-snapshot
Text-dominated multimodal text classification with quadruplet attention
inferred← citeshttps://doi.org/10.1137/1.9781611977653.ch42openalex-snapshot
CISum: Learning Cross-modality Interaction to Enhance Multimodal Semantic Coverage for Multimodal Summarization
inferred← citeshttps://doi.org/10.1142/s0218488522400190openalex-snapshot
Graph-Based Text Summarization and Its Application on COVID-19 Twitter Data
inferred← citeshttps://doi.org/10.1145/1122445.1122456openalex-snapshot
Data mining and compression : where to apply it and what are the effects?
inferred← citeshttps://doi.org/10.1145/3377325.3377487openalex-snapshot
Generating need-adapted multimodal fragments
inferred← citeshttps://doi.org/10.1145/3397271.3401232openalex-snapshot
Multi-Modal Summary Generation using Multi-Objective Optimization
inferred← citeshttps://doi.org/10.1145/3404835.3462877openalex-snapshot
Multi-Modal Supplementary-Complementary Summarization using Multi-Objective Optimization
inferred← citeshttps://doi.org/10.1145/3445794openalex-snapshot
Graph-based Multimodal Ranking Models for Multimodal Summarization
inferred← citeshttps://doi.org/10.1145/3472749.3474765openalex-snapshot
Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning
inferred← citeshttps://doi.org/10.1145/3503161.3548189openalex-snapshot
Multi-Modal Experience Inspired AI Creation
inferred← citeshttps://doi.org/10.1145/3529754openalex-snapshot
Multi-document Summarization via Deep Learning Techniques: A Survey
inferred← citeshttps://doi.org/10.1145/3539618.3591630openalex-snapshot
A Topic-aware Summarization Framework with Different Modal Side Information
inferred← citeshttps://doi.org/10.1145/3580305.3599830openalex-snapshot
Fusing Multimodal Signals on Hyper-complex Space for Extreme Abstractive Text Summarization (TL;DR) of Scientific Contents
inferred← citeshttps://doi.org/10.1145/3583780.3614870openalex-snapshot
Experience and Evidence are the eyes of an excellent summarizer! Towards Knowledge Infused Multi-modal Clinical Conversation Summarization
inferred← citeshttps://doi.org/10.1145/3584700openalex-snapshot
A Survey on Multi-modal Summarization
inferred← citeshttps://doi.org/10.1145/3626772.3657753openalex-snapshot
Exploring the Trade-Off within Visual Information for MultiModal Sentence Summarization
inferred← citeshttps://doi.org/10.1145/3626772.3661347openalex-snapshot
Homogeneous-listing-augmented Self-supervised Multimodal Product Title Refinement
inferred← citeshttps://doi.org/10.1145/3645029openalex-snapshot
SCT: Summary Caption Technique for Retrieving Relevant Images in Alignment with Multimodal Abstractive Summary
inferred← citeshttps://doi.org/10.1145/3651983openalex-snapshot
Multization: Multi-Modal Summarization Enhanced by Multi-Contextually Relevant and Irrelevant Attention Alignment
inferred← citeshttps://doi.org/10.1145/3657285openalex-snapshot
From Detection to Application: Recent Advances in Understanding Scientific Tables and Figures
inferred← citeshttps://doi.org/10.1145/3696409.3700234openalex-snapshot
SITransformer: Shared Information-Guided Transformer for Extreme Multimodal Summarization
inferred← citeshttps://doi.org/10.1145/3746027.3754557openalex-snapshot
Unlocking Financial Insights: An advanced Multimodal Summarization with Multimodal Output Framework for Financial Advisory Videos
inferred← citeshttps://doi.org/10.1145/3746027.3754699openalex-snapshot
Query-Focused Multimodal Summarization with Gate-Guided Mixture-of-Experts
inferred← citeshttps://doi.org/10.1145/3805696.3846037openalex-snapshot
Segmentation-then-Summarization for Long-Form Audiovisual Archives: A Comparative Study of Three Pipelines
inferred← citeshttps://doi.org/10.1162/tacl_a_00520openalex-snapshot
A Survey on Cross-Lingual Summarization
inferred← citeshttps://doi.org/10.14801/jkiit.2026.24.1.29openalex-snapshot
Ablation Study of Multimodal Summarization on Scientific Articles
inferred← citeshttps://doi.org/10.1515/9783110769043-020openalex-snapshot
B 8 Abstracting – Textzusammenfassung
inferred← citeshttps://doi.org/10.1609/aaai.v34i05.6332openalex-snapshot
Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products
inferred← citeshttps://doi.org/10.1609/aaai.v34i05.6525openalex-snapshot
Multimodal Summarization with Guidance of Multimodal Reference
inferred← citeshttps://doi.org/10.1609/aaai.v35i16.17704openalex-snapshot
News Content Completion with Location-Aware Image Selection
inferred← citeshttps://doi.org/10.1609/aaai.v35i18.17971openalex-snapshot
LAMS: A Location-aware Approach for Multimodal Summarization (Student Abstract)
inferred← citeshttps://doi.org/10.1609/aaai.v36i1.19943openalex-snapshot
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents
inferred← citeshttps://doi.org/10.1609/aaai.v36i10.21422openalex-snapshot
Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization
inferred← citeshttps://doi.org/10.1609/aaai.v36i10.21431openalex-snapshot
UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation
inferred← citeshttps://doi.org/10.1609/aaai.v38i21.30339openalex-snapshot
Tell Me What Is Good about This Property: Leveraging Reviews for Segment-Personalized Image Collection Summarization
inferred← citeshttps://doi.org/10.1613/jair.1.12918openalex-snapshot
Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning
inferred← citeshttps://doi.org/10.18653/v1/2020.coling-main.496openalex-snapshot
Multimodal Sentence Summarization via Multimodal Selective Encoding
inferred← citeshttps://doi.org/10.18653/v1/2020.emnlp-main.144openalex-snapshot
Multistage Fusion with Forget Gate for Multimodal Summarization in Open-Domain Videos
inferred← citeshttps://doi.org/10.18653/v1/2020.emnlp-main.752openalex-snapshot
VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles
inferred← citeshttps://doi.org/10.18653/v1/2020.findings-emnlp.360openalex-snapshot
WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization
inferred← citeshttps://doi.org/10.18653/v1/2020.nlpbt-1.7openalex-snapshot
MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention
inferred← citeshttps://doi.org/10.18653/v1/2021.acl-long.33openalex-snapshot
Self-Supervised Multimodal Opinion Summarization
inferred← citeshttps://doi.org/10.18653/v1/2021.acl-long.537openalex-snapshot
EmailSum: Abstractive Email Thread Summarization
inferred← citeshttps://doi.org/10.18653/v1/2021.acl-long.538openalex-snapshot
Cross-Lingual Abstractive Summarization with Limited Parallel Resources
inferred← citeshttps://doi.org/10.18653/v1/2021.emnlp-main.421openalex-snapshot
Refocusing on Relevance: Personalization in NLG
inferred← citeshttps://doi.org/10.18653/v1/2021.emnlp-main.520openalex-snapshot
StreamHover: Livestream Transcript Summarization and Annotation
inferred← citeshttps://doi.org/10.18653/v1/2021.findings-emnlp.1openalex-snapshot
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce
inferred← citeshttps://doi.org/10.18653/v1/2021.naacl-main.418openalex-snapshot
MIMOQA: Multimodal Input Multimodal Output Question Answering
inferred← citeshttps://doi.org/10.18653/v1/2021.naacl-main.473openalex-snapshot
MM-AVS: A Full-Scale Dataset for Multi-modal Summarization
inferred← citeshttps://doi.org/10.18653/v1/2022.acl-long.148openalex-snapshot
A Variational Hierarchical Model for Neural Cross-Lingual Summarization
inferred← citeshttps://doi.org/10.18653/v1/2022.emnlp-main.468openalex-snapshot
Assist Non-native Viewers: Multimodal Cross-Lingual Summarization for How2 Videos
inferred← citeshttps://doi.org/10.18653/v1/2022.emnlp-main.654openalex-snapshot
Evaluating and Improving Factuality in Multimodal Abstractive Summarization
inferred← citeshttps://doi.org/10.18653/v1/2022.emnlp-main.825openalex-snapshot
JDDC 2.1: A Multimodal Chinese Dialogue Dataset with Joint Tasks of Query Rewriting, Response Generation, Discourse Parsing, and Summarization
inferred← citeshttps://doi.org/10.18653/v1/2023.acl-long.143openalex-snapshot
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs
inferred← citeshttps://doi.org/10.18653/v1/2023.acl-long.165openalex-snapshot
Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization
inferred← citeshttps://doi.org/10.18653/v1/2023.acl-long.476openalex-snapshot
CFSum Coarse-to-Fine Contribution Network for Multimodal Summarization
inferred← citeshttps://doi.org/10.18653/v1/2023.acl-long.890openalex-snapshot
Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language Learning
inferred← citeshttps://doi.org/10.18653/v1/2023.eacl-main.263openalex-snapshot
Large Scale Multi-Lingual Multi-Modal Summarization Dataset
inferred← citeshttps://doi.org/10.18653/v1/2023.emnlp-main.457openalex-snapshot
A Challenging Multimodal Video Summary: Simultaneously Extracting and Generating Keyframe-Caption Pairs from Video
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-acl.101openalex-snapshot
SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-acl.12openalex-snapshot
Exploiting Pseudo Image Captions for Multimodal Summarization
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-acl.764openalex-snapshot
Improving Radiology Summarization with Radiograph and Anatomy Prompts
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-acl.786openalex-snapshot
Evaluating Factuality in Cross-lingual Summarization
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-eacl.67openalex-snapshot
MLASK: Multimodal Summarization of Video-based News Articles
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-emnlp.250openalex-snapshot
Understanding Translationese in Cross-Lingual Summarization
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-emnlp.994openalex-snapshot
D2TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization
inferred← citeshttps://doi.org/10.18653/v1/d19-1297openalex-snapshot
Attribute-aware Sequence Network for Review Summarization
inferred← citeshttps://doi.org/10.18653/v1/d19-1302openalex-snapshot
NCLS: Neural Cross-Lingual Summarization
inferred← citeshttps://doi.org/10.2139/ssrn.6250092openalex-snapshot
Multimodal Knowledge Extraction via Model Distillation for Affective Computing
inferred← citeshttps://doi.org/10.24963/ijcai.2020/676openalex-snapshot
From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information
inferred← citeshttps://doi.org/10.31979/etd.2x3f-w7uvopenalex-snapshot
Automatic Presentation Slide Generation Using LLMs
inferred← citeshttps://doi.org/10.3389/frma.2021.719004openalex-snapshot
Visual Summary Identification From Scientific Publications via Self-Supervised Learning
inferred← citeshttps://doi.org/10.3390/app13116723openalex-snapshot
A Multitask Cross-Lingual Summary Method Based on ABO Mechanism
inferred← citeshttps://doi.org/10.3390/app14209184openalex-snapshot
A Modality-Enhanced Multi-Channel Attention Network for Multi-Modal Dialogue Summarization
inferred← citeshttps://doi.org/10.3390/app14209563openalex-snapshot
HGTMFS: A Hypergraph Transformer Framework for Multimodal Summarization
inferred← citeshttps://doi.org/10.3390/app15084096openalex-snapshot
FACTMS: Enhancing Multimodal Factual Consistency in Multimodal Summarization
inferred← citeshttps://doi.org/10.3390/e23121614openalex-snapshot
TIPS: A Framework for Text Summarising with Illustrative Pictures
inferred← citeshttps://doi.org/10.3390/math12132107openalex-snapshot
Unified Training for Cross-Lingual Abstractive Summarization by Aligning Parallel Machine Translation Pairs
inferred← citeshttps://doi.org/10.3390/smartcities8030096openalex-snapshot
Deep Multimodal-Interactive Document Summarization Network and Its Cross-Modal Text–Image Retrieval Application for Future Smart City Information Management Systems
inferred← citeshttps://doi.org/10.3390/sym17101629openalex-snapshot
Customizable Length Constrained Image-Text Summarization via Knapsack Optimization
inferred← citeshttps://doi.org/10.3934/mbe.2024047openalex-snapshot
A two-stage fine-tuning method for low-resource cross-lingual summarization
inferred← citeshttps://doi.org/10.48550/arxiv.1909.00156openalex-snapshot
NCLS: Neural Cross-Lingual Summarization
inferred← citeshttps://doi.org/10.48550/arxiv.1911.02914openalex-snapshot
Transformation of Dense and Sparse Text Representations
inferred← citeshttps://doi.org/10.48550/arxiv.2009.08018openalex-snapshot
Multi-modal Summarization for Video-containing Documents
inferred← citeshttps://doi.org/10.48550/arxiv.2105.13135openalex-snapshot
Self-Supervised Multimodal Opinion Summarization
inferred← citeshttps://doi.org/10.48550/arxiv.2105.13648openalex-snapshot
Cross-Lingual Abstractive Summarization with Limited Parallel Resources
inferred← citeshttps://doi.org/10.48550/arxiv.2107.14691openalex-snapshot
EmailSum: Abstractive Email Thread Summarization
inferred← citeshttps://doi.org/10.48550/arxiv.2109.00693openalex-snapshot
AnANet: Modeling Association and Alignment for Cross-modal Correlation Classification
inferred← citeshttps://doi.org/10.48550/arxiv.2109.05160openalex-snapshot
StreamHover: Livestream Transcript Summarization and Annotation
inferred← citeshttps://doi.org/10.48550/arxiv.2109.05778openalex-snapshot
Text is NOT Enough: Integrating Visual Impressions into Open-domain Dialogue Generation
inferred← citeshttps://doi.org/10.54097/fcis.v1i1.1076openalex-snapshot
Research on Multimodal Summarization Based on Sequence to Sequence Model
inferred← citeshttps://doi.org/10.70675/706214c8zc0baz42cdzaf68z2ead91070623openalex-snapshot
Detection and characterization of salient moments for automatic summaries
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