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document summarization

139 papers

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Co-occurring keywords

extractive summarization (310) text summarization (889) abstractive summarization (631) text generation (2903) scientific document (90) long document (79) neural network (6616) sentence extraction (36) unsupervised learning (3255) information retrieval (1493)

Papers

Structure-Aware Chunking for Abstractive Summarization of Long Legal Documents IJCNLP 2025
E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning EMNLP 2025
From Keyterms to Context: Exploring Topic Description Generation in Scientific Corpora EMNLP 2025
Source Attribution for Large Language Models IJCNLP 2025
Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long Document AAAI 2025
PosterSum: A Multimodal Benchmark for Scientific Poster Summarization IJCNLP 2025
Hierarchical Long-Document Summarization using LED for Legal Judgments IJCNLP 2025
HSGM: Hierarchical Segment-Graph Memory for Scalable Long-Text Semantics EMNLP 2025
Enhancing Long Document Long Form Summarisation with Self-Planning IJCNLP 2025
Enhancing Criminal Investigation Analysis with Summarization and Memory-based Retrieval-Augmented Generation: A Comprehensive Evaluation of Real Case Data COLING 2025
Team HUMANE at AVeriTeC 2025: HerO 2 for Efficient Fact Verification ACL 2025
FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis EMNLP 2025
Summarization of Opinionated Political Documents with Varied Perspectives COLING 2025
LAQuer: Localized Attribution Queries in Content-grounded Generation ACL 2025
Expertly Informed, Generatively Summarized: A Hybrid RAG Approach to Informed Consent Summarization with Auxiliary Expert Knowledge NAACL 2025
PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization ACL 2025
PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides EMNLP 2025
Title-based Extractive Summarization via MRC Framework COLING 2024
What Are You Token About? Differentiable Perturbed Top-k Token Selection for Scientific Document Summarization ACL 2024
SKGSum: Structured Knowledge-Guided Document Summarization ACL 2024
HULAT-UC3M at BiolaySumm: Adaptation of BioBART and Longformer models to summarizing biomedical documents ACL 2024
MovieSum: An Abstractive Summarization Dataset for Movie Screenplays ACL 2024
Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks EACL 2024
Event-Keyed Summarization EMNLP 2024
Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level NAACL 2024