document summarization

Disco-RAG: Discourse-Aware Retrieval-Augmented Generation ACL 2026 Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long Document AAAI 2025 E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning EMNLP 2025 Enhancing Criminal Investigation Analysis with Summarization and Memory-based Retrieval-Augmented Generation: A Comprehensive Evaluation of Real Case Data COLING 2025 Enhancing Long Document Long Form Summarisation with Self-Planning IJCNLP 2025 Expertly Informed, Generatively Summarized: A Hybrid RAG Approach to Informed Consent Summarization with Auxiliary Expert Knowledge NAACL 2025 FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis EMNLP 2025 From Keyterms to Context: Exploring Topic Description Generation in Scientific Corpora EMNLP 2025 HSGM: Hierarchical Segment-Graph Memory for Scalable Long-Text Semantics EMNLP 2025 LAQuer: Localized Attribution Queries in Content-grounded Generation ACL 2025 PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization ACL 2025 PosterSum: A Multimodal Benchmark for Scientific Poster Summarization IJCNLP 2025 PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides EMNLP 2025 Source Attribution for Large Language Models IJCNLP 2025 Summarization of Opinionated Political Documents with Varied Perspectives COLING 2025 Team HUMANE at AVeriTeC 2025: HerO 2 for Efficient Fact Verification ACL 2025 Cross Examine: An Ensemble-based approach to leverage Large Language Models for Legal Text Analytics EMNLP 2024 Event-Keyed Summarization EMNLP 2024 Fast Evidence Extraction for Grounded Language Model Outputs EMNLP 2024 Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks EACL 2024 Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level NAACL 2024 HULAT-UC3M at BiolaySumm: Adaptation of BioBART and Longformer models to summarizing biomedical documents ACL 2024 Key-Element-Informed sLLM Tuning for Document Summarization Interspeech 2024 MovieSum: An Abstractive Summarization Dataset for Movie Screenplays ACL 2024 SKGSum: Structured Knowledge-Guided Document Summarization ACL 2024