Natural Language Processing › Generation ›

Summarization

1599 directly classified papers

Papers per year

Papers

How to Compare Things Properly? A Study of Argument Relevance in Comparative Question Answering ACL 2025

Automatic Summarization of Long Documents (Student Abstract) AAAI 2025

Enhancing Event-centric News Cluster Summarization via Data Sharpening and Localization Insights ACL 2025

Patient-Centric Question Answering- Overview of the Shared Task at the Second Workshop on NLP and AI for Multilingual and Healthcare Communication IJCNLP 2025

QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering ACL 2025

SAHA: Samvad AI for Healthcare Assistance IJCNLP 2025

Evaluating LLMs for Portuguese Sentence Simplification with Linguistic Insights ACL 2025

Transforming Code Understanding: Clustering-Based Retrieval for Improved Summarization in Domain-Specific Languages COLING 2025

Bengali ChartSumm: A Benchmark Dataset and study on feasibility of Large Language Models on Bengali Chart to Text Summarization COLING 2025

Abstractive Summarization of Low resourced Nepali language using Multilingual Transformers COLING 2025

GraphRAG Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation COLING 2025

AveniBench: Accessible and Versatile Evaluation of Finance Intelligence COLING 2025

Chain of Knowledge Graph: Information-Preserving Multi-Document Summarization for Noisy Documents COLING 2025

NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages COLING 2025

Empirical Evaluation of Pre-trained Language Models for Summarizing Moroccan Darija News Articles COLING 2025

Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models ACL 2025

Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ACL 2025

Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization NAACL 2025

SUWMIT at BioLaySumm2025: Instruction-based Summarization with Contrastive Decoding ACL 2025

Towards Understanding LLM-Generated Biomedical Lay Summaries NAACL 2025

Aspect-Based Opinion Summarization with Argumentation Schemes ACL 2025

From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization NAACL 2025

CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction ACL 2025

Discrete Diffusion Language Model for Efficient Text Summarization NAACL 2025

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization EMNLP 2025