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An Empirical Survey on Long Document Summarization: Datasets, Models, and Metrics

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

inferredcites →https://doi.org/10.1007/11677482_3openalex-snapshot
The AMI Meeting Corpus: A Pre-announcement
inferredcites →https://doi.org/10.1007/978-3-642-01818-3_23openalex-snapshot
A SVM-Based Ensemble Approach to Multi-Document Summarization
inferredcites →https://doi.org/10.1007/s10462-016-9475-9openalex-snapshot
Recent automatic text summarization techniques: a survey
inferredcites →https://doi.org/10.1016/j.eswa.2020.113679openalex-snapshot
Automatic text summarization: A comprehensive survey
inferredcites →https://doi.org/10.1016/j.ipm.2007.01.023openalex-snapshot
Beyond SumBasic: Task-focused summarization with sentence simplification and lexical expansion
inferredcites →https://doi.org/10.1016/s0004-3702(02)00222-9openalex-snapshot
Summarization beyond sentence extraction: A probabilistic approach to sentence compression
inferredcites →https://doi.org/10.1108/00220410410560573openalex-snapshot
A statistical interpretation of term specificity and its application in retrieval
inferredcites →https://doi.org/10.1108/eb026526openalex-snapshot
A STATISTICAL INTERPRETATION OF TERM SPECIFICITY AND ITS APPLICATION IN RETRIEVAL
inferredcites →https://doi.org/10.1109/icassp.2003.1198793openalex-snapshot
The ICSI Meeting Corpus
inferredcites →https://doi.org/10.1109/icirca48905.2020.9183355openalex-snapshot
A Survey on NLP based Text Summarization for Summarizing Product Reviews
inferredcites →https://doi.org/10.1109/taslp.2020.3037401openalex-snapshot
A Divide-and-Conquer Approach to the Summarization of Long Documents
inferredcites →https://doi.org/10.1145/215206.215333openalex-snapshot
A trainable document summarizer
inferredcites →https://doi.org/10.1145/3292500.3330683openalex-snapshot
Automatic Dialogue Summary Generation for Customer Service
inferredcites →https://doi.org/10.1145/3292500.3330955openalex-snapshot
Assessing The Factual Accuracy of Generated Text
inferredcites →https://doi.org/10.1145/3340531.3412879openalex-snapshot
MAEC
inferredcites →https://doi.org/10.1145/3397271.3401327openalex-snapshot
SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression
inferredcites →https://doi.org/10.1145/3419106openalex-snapshot
Neural Abstractive Text Summarization with Sequence-to-Sequence Models
inferredcites →https://doi.org/10.1145/3530811openalex-snapshot
Efficient Transformers: A Survey
inferredcites →https://doi.org/10.1145/383952.383955openalex-snapshot
Generic text summarization using relevance measure and latent semantic analysis
inferredcites →https://doi.org/10.1162/tacl_a_00342openalex-snapshot
oLMpics-On What Language Model Pre-training Captures
inferredcites →https://doi.org/10.1515/text.1.1988.8.3.243openalex-snapshot
Rhetorical Structure Theory: Toward a functional theory of text organization
inferredcites →https://doi.org/10.1609/aaai.v32i1.11912openalex-snapshot
Faithful to the Original: Fact Aware Neural Abstractive Summarization
inferredcites →https://doi.org/10.1609/aaai.v33i01.33017386openalex-snapshot
ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks
inferredcites →https://doi.org/10.1613/jair.1.12862openalex-snapshot
Can We Automate Scientific Reviewing?
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.124openalex-snapshot
SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.173openalex-snapshot
On Faithfulness and Factuality in Abstractive Summarization
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.445openalex-snapshot
Facet-Aware Evaluation for Extractive Summarization
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.450openalex-snapshot
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.451openalex-snapshot
Discourse-Aware Neural Extractive Text Summarization
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.454openalex-snapshot
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.459openalex-snapshot
Storytelling with Dialogue: A Critical Role Dungeons and Dragons Dataset
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.703openalex-snapshot
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.468openalex-snapshot
Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.519openalex-snapshot
100,000 Podcasts: A Spoken English Document Corpus
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.294openalex-snapshot
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.33openalex-snapshot
What Have We Achieved on Text Summarization?
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.508openalex-snapshot
Understanding Neural Abstractive Summarization Models via Uncertainty
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.649openalex-snapshot
Intrinsic Evaluation of Summarization Datasets
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.748openalex-snapshot
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.750openalex-snapshot
Evaluating the Factual Consistency of Abstractive Text Summarization
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.751openalex-snapshot
Re-evaluating Evaluation in Text Summarization
inferredcites →https://doi.org/10.18653/v1/2020.findings-emnlp.322openalex-snapshot
Evaluating Factuality in Generation with Dependency-level Entailment
inferredcites →https://doi.org/10.18653/v1/2020.sdp-1.37openalex-snapshot
Monash-Summ@LongSumm 20 SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.117openalex-snapshot
Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.295openalex-snapshot
Making Pre-trained Language Models Better Few-shot Learners
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.34openalex-snapshot
A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.470openalex-snapshot
Long-Span Summarization via Local Attention and Content Selection
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.536openalex-snapshot
Improving Factual Consistency of Abstractive Summarization via Question Answering
inferredcites →https://doi.org/10.18653/v1/2021.acl-short.137openalex-snapshot
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
inferredcites →https://doi.org/10.18653/v1/2021.acl-short.9openalex-snapshot
Video Paragraph Captioning as a Text Summarization Task
inferredcites →https://doi.org/10.18653/v1/2021.eacl-main.93openalex-snapshot
Discourse-Aware Unsupervised Summarization for Long Scientific Documents
inferredcites →https://doi.org/10.18653/v1/2021.econlp-1.2openalex-snapshot
EDGAR-CORPUS: Billions of Tokens Make The World Go Round
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.12openalex-snapshot
A Thorough Evaluation of Task-Specific Pretraining for Summarization
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.326openalex-snapshot
Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.340openalex-snapshot
Improving Unsupervised Question Answering via Summarization-Informed Question Generation
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.594openalex-snapshot
MSˆ2: Multi-Document Summarization of Medical Studies
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.595openalex-snapshot
CLIPScore: A Reference-free Evaluation Metric for Image Captioning
inferredcites →https://doi.org/10.18653/v1/2021.findings-acl.147openalex-snapshot
Improving Unsupervised Extractive Summarization with Facet-Aware Modeling
inferredcites →https://doi.org/10.18653/v1/2021.findings-acl.298openalex-snapshot
To Point or Not to Point: Understanding How Abstractive Summarizers Paraphrase Text
inferredcites →https://doi.org/10.18653/v1/2021.findings-acl.303openalex-snapshot
How well do you know your summarization datasets?
inferredcites →https://doi.org/10.18653/v1/2021.findings-acl.42openalex-snapshot
GO FIGURE: A Meta Evaluation of Factuality in Summarization
inferredcites →https://doi.org/10.18653/v1/2021.findings-acl.454openalex-snapshot
Controllable Abstractive Dialogue Summarization with Sketch Supervision
inferredcites →https://doi.org/10.18653/v1/2021.findings-emnlp.345openalex-snapshot
Leveraging Information Bottleneck for Scientific Document Summarization
inferredcites →https://doi.org/10.18653/v1/2021.findings-emnlp.377openalex-snapshot
An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.111openalex-snapshot
D2S: Document-to-Slide Generation Via Query-Based Text Summarization
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.112openalex-snapshot
Efficient Attentions for Long Document Summarization
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.200openalex-snapshot
KILT: a Benchmark for Knowledge Intensive Language Tasks
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.383openalex-snapshot
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.384openalex-snapshot
GSum: A General Framework for Guided Neural Abstractive Summarization
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.470openalex-snapshot
Sliding Selector Network with Dynamic Memory for Extractive Summarization of Long Documents
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.472openalex-snapshot
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.474openalex-snapshot
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization
inferredcites →https://doi.org/10.18653/v1/2021.nlpmc-1.9openalex-snapshot
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.396openalex-snapshot
CTRLsum: Towards Generic Controllable Text Summarization
inferredcites →https://doi.org/10.18653/v1/2022.findings-emnlp.488openalex-snapshot
BOOKSUM: A Collection of Datasets for Long-form Narrative Summarization
inferredcites →https://doi.org/10.18653/v1/d15-1013openalex-snapshot
Re-evaluating Automatic Summarization with BLEU and 192 Shades of ROUGE
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/d15-1222openalex-snapshot
Better Summarization Evaluation with Word Embeddings for ROUGE
inferredcites →https://doi.org/10.18653/v1/d15-1228openalex-snapshot
Extractive Summarization by Maximizing Semantic Volume
inferredcites →https://doi.org/10.18653/v1/d15-1232openalex-snapshot
Summarization Based on Embedding Distributions
inferredcites →https://doi.org/10.18653/v1/d18-1089openalex-snapshot
On the Abstractiveness of Neural Document Summarization
inferredcites →https://doi.org/10.18653/v1/d18-1206openalex-snapshot
Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization
inferredcites →https://doi.org/10.18653/v1/d18-1443openalex-snapshot
Bottom-Up Abstractive Summarization
inferredcites →https://doi.org/10.18653/v1/d19-1051openalex-snapshot
Neural Text Summarization: A Critical Evaluation
inferredcites →https://doi.org/10.18653/v1/d19-1053openalex-snapshot
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance
inferredcites →https://doi.org/10.18653/v1/d19-1298openalex-snapshot
Extractive Summarization of Long Documents by Combining Global and Local Context
inferredcites →https://doi.org/10.18653/v1/d19-1371openalex-snapshot
SciBERT: A Pretrained Language Model for Scientific Text
inferredcites →https://doi.org/10.18653/v1/d19-1387openalex-snapshot
Text Summarization with Pretrained Encoders
inferredcites →https://doi.org/10.18653/v1/d19-1410openalex-snapshot
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
inferredcites →https://doi.org/10.18653/v1/d19-1620openalex-snapshot
Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses
inferredcites →https://doi.org/10.18653/v1/d19-5406openalex-snapshot
BillSum: A Corpus for Automatic Summarization of US Legislation
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/k17-1045openalex-snapshot
Graph-based Neural Multi-Document Summarization
inferredcites →https://doi.org/10.18653/v1/n18-1065openalex-snapshot
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies
inferredcites →https://doi.org/10.18653/v1/n18-1150openalex-snapshot
Deep Communicating Agents for Abstractive Summarization
inferredcites →https://doi.org/10.18653/v1/n18-2097openalex-snapshot
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents
inferredcites →https://doi.org/10.18653/v1/n19-1169openalex-snapshot
Unifying Human and Statistical Evaluation for Natural Language Generation
inferredcites →https://doi.org/10.18653/v1/p16-1046openalex-snapshot
Neural Summarization by Extracting Sentences and Words
inferredcites →https://doi.org/10.18653/v1/p16-1223openalex-snapshot
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task
inferredcites →https://doi.org/10.18653/v1/p17-1099openalex-snapshot
Get To The Point: Summarization with Pointer-Generator Networks
inferredcites →https://doi.org/10.18653/v1/p18-1013openalex-snapshot
A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss
inferredcites →https://doi.org/10.18653/v1/p18-1060openalex-snapshot
The price of debiasing automatic metrics in natural language evalaution
inferredcites →https://doi.org/10.18653/v1/p19-1101openalex-snapshot
A Simple Theoretical Model of Importance for Summarization
inferredcites →https://doi.org/10.18653/v1/p19-1212openalex-snapshot
BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization
inferredcites →https://doi.org/10.18653/v1/p19-1264openalex-snapshot
Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts
inferredcites →https://doi.org/10.18653/v1/p19-1502openalex-snapshot
Studying Summarization Evaluation Metrics in the Appropriate Scoring Range
inferredcites →https://doi.org/10.18653/v1/p19-1628openalex-snapshot
Sentence Centrality Revisited for Unsupervised Summarization
inferredcites →https://doi.org/10.3115/1119355openalex-snapshot
Proceedings of the 2003 conference on Empirical methods in natural language processing -
inferredcites →https://doi.org/10.3115/1220835.1220892openalex-snapshot
ParaEval
inferredcites →https://doi.org/10.3115/1599081.1599168openalex-snapshot
Scientific paper summarization using citation summary networks
inferredcites →https://doi.org/10.3115/v1/p14-1002openalex-snapshot
Representation Learning for Text-level Discourse Parsing
inferredcites →https://doi.org/10.4230/lipics.cosit.2022.18openalex-snapshot
AI-Assisted Pipeline for Dynamic Generation of Trustworthy Health Supplement Content at Scale
inferredcites →https://doi.org/10.4230/lipics.giscience.2023.43openalex-snapshot
Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics
inferredcites →https://doi.org/10.4230/lipics.itp.2023.19openalex-snapshot
Exploiting Generative AI to Scale up Intelligent Tutoring Systems
inferredcites →https://doi.org/10.48550/arxiv.1705.04304openalex-snapshot
A Deep Reinforced Model for Abstractive Summarization
inferredcites →https://doi.org/10.48550/arxiv.1803.01937openalex-snapshot
ROUGE 2.0: Updated and Improved Measures for Evaluation of Summarization Tasks
inferredcites →https://doi.org/10.48550/arxiv.1810.09305openalex-snapshot
WikiHow: A Large Scale Text Summarization Dataset
inferredcites →https://doi.org/10.48550/arxiv.1811.00783openalex-snapshot
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks
inferredcites →https://doi.org/10.48550/arxiv.1904.09675openalex-snapshot
BERTScore: Evaluating Text Generation with BERT
inferredcites →https://doi.org/10.48550/arxiv.1910.10683openalex-snapshot
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
inferredcites →https://doi.org/10.48550/arxiv.1912.08777openalex-snapshot
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization
inferredcites →https://doi.org/10.48550/arxiv.2004.05150openalex-snapshot
Longformer: The Long-Document Transformer
inferredcites →https://doi.org/10.48550/arxiv.2005.11401openalex-snapshot
Affordance-Compiled Intelligence: Observable-Only Cognitive Impedance Matching for No-Meta LLM-Integrated Systems
inferredcites →https://doi.org/10.48550/arxiv.2011.04006openalex-snapshot
Long Range Arena: A Benchmark for Efficient Transformers
inferredcites →https://doi.org/10.48550/arxiv.2104.07545openalex-snapshot
Hierarchical Learning for Generation with Long Source Sequences
inferredcites →https://doi.org/10.48550/arxiv.cs/9811006openalex-snapshot
Machine Learning of Generic and User-Focused Summarization
inferredcites →https://doi.org/10.57702/qbrk4fuhopenalex-snapshot
New York Times Annotated Corpus

What points at this work

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

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Structured abstract summarization of scientific articles: Summarization using full‐text section information
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Improving ROUGE ‐1 by 6%: A novel multilingual transformer for abstractive news summarization
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Abstractive Summarization of Social Media Texts as a Tool for Representation of Discussion Dynamics: A Scoping Review
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SurveySum: A Dataset for Summarizing Multiple Scientific Articles into a Survey Section
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Markov-Enhanced Clustering for Long Document Summarization: Tackling the ’Lost in the Middle’ Challenge with Large Language Models
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Efficiently Summarizing Norwegian Legal Texts
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The Role of Fragmentation in Long-Text Summarization
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Summarising Regulations: an Empirical Study of Long-Document Summarisation Methods Under Extreme Compression
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Sentence Extraction Framework with High Relevance and Divergence for Document Summarization
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Joined Video Description from Multiple Sources
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Automatic Text Summarization Using Graph-Based Recurrent Attention Model (GBRAM)
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Overview of the NLPCC2024 Shared Task 6: Scientific Literature Survey Generation
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Leveraging BERT for extractive text summarization on federal police documents
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From task to evaluation: an automatic text summarization review
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Graphs in clusters: a hybrid approach to unsupervised extractive long document summarization using language models
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Summarizing judicial documents: a hybrid extractive- abstractive model with legal domain knowledge
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Mobile application review summarization using chain of density prompting
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Multi-document summarization through subsection-aware pre-training objectives
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SENDE: extractive summarization of legal documents by sentence noising-reconstruction and dilated-gated convolutional networks
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Algorithmically-driven writing and academic integrity: exploring educators' practices, perceptions, and policies in AI era
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Bridging finance and AI: a comprehensive survey of large language models in financial system
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CFAS: consensus-focused abstractive meeting summarization through multi-party discourse modeling
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Augmenting general-purpose large-language models with domain-specific multimodal knowledge graph for question-answering in construction project management
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Graph-based extractive versus zero-shot abstractive summarization of long clinical records: A sepsis case study
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Optimizing automated scoring in ILSAs with prompt compression
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Dementia risk prediction using decision-focused content selection from medical notes
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Neural natural language processing for long texts: A survey on classification and summarization
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Topic model for long document extractive summarization with sentence-level features and dynamic memory unit
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HTPosum:Heterogeneous Tree Structure augmented with Triplet Positions for extractive Summarization of scientific papers
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Graph spatiotemporal process for multivariate time series anomaly detection with missing values
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An LLM-based NLP pipeline to assist government agencies in digesting massive public comments and mitigating spam
inferred← citeshttps://doi.org/10.1016/j.knosys.2025.113409openalex-snapshot
DSciSum: Detailed summarization of long scientific documents
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.131287openalex-snapshot
A systematic review of long document summarization methods: Evaluation metrics and approaches
inferred← citeshttps://doi.org/10.1016/j.nlp.2025.100138openalex-snapshot
BeliN: A novel corpus for Bengali religious news headline generation using contextual feature fusion
inferred← citeshttps://doi.org/10.1016/j.procs.2024.04.055openalex-snapshot
DOMINER: Domain Feature Mining from Unstructured Data for Effective Text Summarization
inferred← citeshttps://doi.org/10.1016/j.tourman.2026.105450openalex-snapshot
Multimodal deep learning for tourism demand forecasting
inferred← citeshttps://doi.org/10.1017/s1351324923000177openalex-snapshot
Joint learning of text alignment and abstractive summarization for long documents via unbalanced optimal transport
inferred← citeshttps://doi.org/10.1038/s41467-025-56989-2openalex-snapshot
Benchmarking large language models for biomedical natural language processing applications and recommendations
inferred← citeshttps://doi.org/10.1038/s41597-025-04415-zopenalex-snapshot
A Multidisciplinary Multimodal Aligned Dataset for Academic Data Processing
inferred← citeshttps://doi.org/10.1039/d5cs00146copenalex-snapshot
Cross-disciplinary perspectives on the potential for artificial intelligence across chemistry
inferred← citeshttps://doi.org/10.1108/ijwis-07-2023-0109openalex-snapshot
LoGE: an unsupervised local-global document extension generation in information retrieval for long documents
inferred← citeshttps://doi.org/10.1109/access.2024.3371689openalex-snapshot
CzeGPT-2–Training New Model for Czech Generative Text Processing Evaluated With the Summarization Task
inferred← citeshttps://doi.org/10.1109/acet67282.2025.11430300openalex-snapshot
Investigating Transformer-Based Model for Long Document Summarization
inferred← citeshttps://doi.org/10.1109/assic70037.2026.11717122openalex-snapshot
A Research Proposal on Abstractive Legal Document Summarization Using Generative Augmentation and Large Language Models with Faithfulness and Usability Assessment
inferred← citeshttps://doi.org/10.1109/bigdata59044.2023.10386704openalex-snapshot
Summarizing Financial Reports with Positional Language Model
inferred← citeshttps://doi.org/10.1109/emr.2024.3381176openalex-snapshot
A Multimetric Approach for Evaluation of ChatGPT-Generated Text Summaries
inferred← citeshttps://doi.org/10.1109/etcc65847.2025.11108492openalex-snapshot
Intelligent Research Summarization: Enhancing Academic Productivity through AI for a More Sustainable Future
inferred← citeshttps://doi.org/10.1109/iatmsi68868.2026.11465860openalex-snapshot
InsightMeet: A Multilingual Meeting Summarization and Recap System
inferred← citeshttps://doi.org/10.1109/icaccs60874.2024.10716930openalex-snapshot
Automated Business Report Summarization Using Transformer Model
inferred← citeshttps://doi.org/10.1109/icaiss61471.2025.11042008openalex-snapshot
Diagnosis of Skin Diseases using Deep Convolution Neural Network
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11462359openalex-snapshot
EVA-Score: Evaluating Abstractive Long-Form Summarization on Informativeness through Extraction and Validation
inferred← citeshttps://doi.org/10.1109/iccad66269.2025.11240713openalex-snapshot
H 2 EAL: Hybrid-Bonding Architecture with Hybrid Sparse Attention for Efficient Long-Context LLM Inference
inferred← citeshttps://doi.org/10.1109/iciscn64258.2025.10934422openalex-snapshot
Design of English Document Automatic Extraction System based on Long Short-Term Memory (LSTM) Network
inferred← citeshttps://doi.org/10.1109/icmeim66684.2025.11307095openalex-snapshot
Business English Intelligent Translation Model Based on Adversarial Adaptive Training and Terminology Consistency Optimization
inferred← citeshttps://doi.org/10.1109/icmeralda60125.2023.10458190openalex-snapshot
Abstractive Text Summarization Using BERT for Feature Extraction and Seq2Seq Model for Summary Generation
inferred← citeshttps://doi.org/10.1109/icpcsn68523.2026.11543850openalex-snapshot
Geo-Contextual Information Extraction and Summarization System using NLP and Large Language Models
inferred← citeshttps://doi.org/10.1109/jproc.2024.3369017openalex-snapshot
Trustworthy Graph Neural Networks: Aspects, Methods, and Trends
inferred← citeshttps://doi.org/10.1109/mercon67903.2025.11217068openalex-snapshot
Segment-Driven Corporate Report Summarization Using Positional-Aware Clustering and Hybrid Summarization
inferred← citeshttps://doi.org/10.1109/netcrypt65877.2025.11102242openalex-snapshot
Enhancing Abstractive Summarization with T5SAM: A Transformer-Based Approach
inferred← citeshttps://doi.org/10.1109/ocit65031.2024.00026openalex-snapshot
Harnessing Advanced NLP Techniques: Empirical Study on Automated Text Summarization via SpaCy Word Embeddings and Cosine Similarity
inferred← citeshttps://doi.org/10.1109/taslp.2022.3207688openalex-snapshot
StarSum: A Star Architecture Based Model for Extractive Summarization
inferred← citeshttps://doi.org/10.1109/taslp.2024.3369530openalex-snapshot
Hierarchical Multi-Granularity Interaction Graph Convolutional Network for Long Document Classification
inferred← citeshttps://doi.org/10.1109/tmc.2026.3676410openalex-snapshot
GMDRA: Optimizing Edge-Cloud LLM Security and Efficiency via Game-Theoretic Detection Resource Allocation
inferred← citeshttps://doi.org/10.1109/tse.2026.3703637openalex-snapshot
LongTest: Test Prioritization for Long Text Files
inferred← citeshttps://doi.org/10.1111/bph.16140openalex-snapshot
The application of artificial intelligence to accelerate G protein‐coupled receptor drug discovery
inferred← citeshttps://doi.org/10.1111/exsy.13833openalex-snapshot
A Systematic Review on Text Summarization: Techniques, Challenges, Opportunities
inferred← citeshttps://doi.org/10.1142/s1793830923300047openalex-snapshot
Surveying the landscape of text summarization with deep learning: A comprehensive review
inferred← citeshttps://doi.org/10.1145/3544548.3580907openalex-snapshot
AngleKindling: Supporting Journalistic Angle Ideation with Large Language Models
inferred← citeshttps://doi.org/10.1145/3594536.3595177openalex-snapshot
Legal Holding Extraction from Italian Case Documents using Italian-LEGAL-BERT Text Summarization
inferred← citeshttps://doi.org/10.1145/3614407.3643700openalex-snapshot
Translating Legalese
inferred← citeshttps://doi.org/10.1145/3624918.3625328openalex-snapshot
Boosting legal case retrieval by query content selection with large language models
inferred← citeshttps://doi.org/10.1145/3639233.3639253openalex-snapshot
Action-Item-Driven Summarization of Long Meeting Transcripts
inferred← citeshttps://doi.org/10.1145/3654777.3676397openalex-snapshot
Qlarify: Recursively Expandable Abstracts for Dynamic Information Retrieval over Scientific Papers
inferred← citeshttps://doi.org/10.1145/3700639openalex-snapshot
Single-Document Abstractive Text Summarization: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1145/3706599.3719830openalex-snapshot
Traceable Texts and Their Effects: A Study of Summary-Source Links in AI-Generated Summaries
inferred← citeshttps://doi.org/10.1145/3710848.3710869openalex-snapshot
WeiPipe: Weight Pipeline Parallelism for Communication-Effective Long-Context Large Model Training
inferred← citeshttps://doi.org/10.1145/3719664openalex-snapshot
A Review on Edge Large Language Models: Design, Execution, and Applications
inferred← citeshttps://doi.org/10.1145/3733597openalex-snapshot
New Paradigm for Evaluating Scholar Summaries: A Facet-aware Metric and a Meta-evaluation Benchmark
inferred← citeshttps://doi.org/10.1145/3766905openalex-snapshot
Large Language Models Evaluation for PubMed Extractive Summarisation
inferred← citeshttps://doi.org/10.1145/3844505openalex-snapshot
A Survey on Transformer-Based Long-Range Dependency Modeling in Intelligent Document Understanding
inferred← citeshttps://doi.org/10.1162/coli_a_00519openalex-snapshot
Cross-lingual Cross-temporal Summarization: Dataset, Models, Evaluation
inferred← citeshttps://doi.org/10.1162/tacl.a.775openalex-snapshot
Data Foundations of Long-Context Language Models: A Survey
inferred← citeshttps://doi.org/10.1177/18758967251353031openalex-snapshot
Sem-Rouge: Graph-Based Embedding for Automated Text Summarization with Using Large Language Models
inferred← citeshttps://doi.org/10.1201/9781003410379openalex-snapshot
Responsible Use of AI in Military Systems
inferred← citeshttps://doi.org/10.1201/9781003410379-7openalex-snapshot
Unreliable AIs for the Military
inferred← citeshttps://doi.org/10.12794/metadc2443390openalex-snapshot
Methods to Evaluate and Improve the Quality of Text Summarization
inferred← citeshttps://doi.org/10.1609/aaai.v37i12.26686openalex-snapshot
Carburacy: Summarization Models Tuning and Comparison in Eco-Sustainable Regimes with a Novel Carbon-Aware Accuracy
inferred← citeshttps://doi.org/10.17148/ijarcce.2024.13118openalex-snapshot
Multi Document Summarisation Using Rule Engine
inferred← citeshttps://doi.org/10.18653/v1/2022.emnlp-main.172openalex-snapshot
How Far are We from Robust Long Abstractive Summarization?
inferred← citeshttps://doi.org/10.18653/v1/2023.clinicalnlp-1.57openalex-snapshot
DS4DH at MEDIQA-Chat 2023: Leveraging SVM and GPT-3 Prompt Engineering for Medical Dialogue Classification and Summarization
inferred← citeshttps://doi.org/10.18653/v1/2023.emnlp-main.127openalex-snapshot
TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models
inferred← citeshttps://doi.org/10.2139/ssrn.6582144openalex-snapshot
SummFactScore: A Claim-Centric Framework forReference-Free Factual Consistency Evaluation inLong-Document Summarization
inferred← citeshttps://doi.org/10.2139/ssrn.7404338openalex-snapshot
Strategic Summarization in Product Search
inferred← citeshttps://doi.org/10.21428/594757db.132dae7dopenalex-snapshot
RISC: Generating Realistic Synthetic Bilingual Insurance Contract
inferred← citeshttps://doi.org/10.31235/osf.io/k9ye4openalex-snapshot
What Do Platform Workers Think?: Analysis of Truck Drivers’ Perspectives on Digital Platforms Using GPT-4
inferred← citeshttps://doi.org/10.3233/faia230460openalex-snapshot
Graph-Based Abstractive Summarization of Extracted Essential Knowledge for Low-Resource Scenarios
inferred← citeshttps://doi.org/10.3233/faia230963openalex-snapshot
Information Extraction from Lengthy Legal Contracts: Leveraging Query-Based Summarization and GPT-3.5
inferred← citeshttps://doi.org/10.32388/ej9r29openalex-snapshot
CASESUMM: A Large-Scale Dataset for Long-Context Summarization from U.S. Supreme Court Opinions
inferred← citeshttps://doi.org/10.32388/wihg9qopenalex-snapshot
Enhancing Annotated Bibliography Generation with LLM Ensembles
inferred← citeshttps://doi.org/10.33022/ijcs.v12i2.3190openalex-snapshot
LEMMA-ROUGE: An Evaluation Metric for Arabic Abstractive Text Summarization
inferred← citeshttps://doi.org/10.3389/frai.2025.1604034openalex-snapshot
Divide and summarize: improve SLM text summarization
inferred← citeshttps://doi.org/10.3390/app13137620openalex-snapshot
Abstractive vs. Extractive Summarization: An Experimental Review
inferred← citeshttps://doi.org/10.3390/app14020875openalex-snapshot
Exploring the Cognitive Neural Basis of Factuality in Abstractive Text Summarization Models: Interpretable Insights from EEG Signals
inferred← citeshttps://doi.org/10.3390/app142311462openalex-snapshot
Charting the Growth of Text Summarisation: A Data-Driven Exploration of Research Trends and Technological Advancements
inferred← citeshttps://doi.org/10.3390/app16104846openalex-snapshot
Beating the Page Limit: Minimizing the Size of Documents
inferred← citeshttps://doi.org/10.3390/computers15030197openalex-snapshot
Factually Consistent Prompting with LLMs for Cross-Lingual Dialogue Summarization
inferred← citeshttps://doi.org/10.35377/saucis...1853948openalex-snapshot
Energy-Based Interaction-Aware Graph Modeling for Unsupervised Long-Document Extractive Summarization
inferred← citeshttps://doi.org/10.4018/979-8-3373-9129-8.ch012openalex-snapshot
Development of Trusted AI for Effective Digital Government Document Summarization
inferred← citeshttps://doi.org/10.5753/jbcs.2025.5786openalex-snapshot
Long-Text Abstractive Summarization using Transformer Models: A Systematic Review
inferred← citeshttps://doi.org/10.5753/sbsi.2026.248671openalex-snapshot
Hybrid Summarization for Brazilian Judicial Decisions
inferred← citeshttps://doi.org/10.70675/b83ce709z5fc9z4a33za0bezd7aaad779ef1openalex-snapshot
Document Understanding with Deep Learning Techniques
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