Natural Language Processing › Generation ›

Summarization

1599 directly classified papers

Papers per year

Papers

MULSUM: A Multimodal Summarization System with Vis-Aligner and Diversity-Aware Image Selection EACL 2026

ImageSet2Text: Describing Sets of Images Through Text AAAI 2026

Exploring Iterative Controllable Summarization with Large Language Models EACL 2026

BanglaSummEval: Reference-Free Factual Consistency Evaluation for Bangla Summarization EACL 2026

ARQUSUMM: Argument-aware Quantitative Summarization of Online Conversations AAAI 2026

ModalSyncSum: Synchronizing Image and Text for Reliable Summary Generation AAAI 2026

ARC: Argument Representation and Coverage Analysis for Zero-Shot Long Document Summarization with Instruction Following LLMs EACL 2026

Medical Summarization in Practice: Design, Deployment, and Analysis of a Clinical Summarization System for a German Hospital EACL 2026

ConRAS: Contrastive In-context Learning Framework for Retrieval-Augmented Summarization EACL 2026

What Matters to an LLM? Behavioral and Computational Evidences from Summarization EACL 2026

Improving Long-Context Summarization with Multi-Granularity Retrieval Optimization AAAI 2026

DRIFT: Difference-Aware Reinforcement Through Iterative Fine-Tuning for Language Model AAAI 2026

NewsLensAI: NER-Guided Summarization for Mitigating Hallucination and Bias in LLM-Based News Summaries (Student Abstract) AAAI 2026

Market-Aware Event Timeline Summarization: Integrating Price Signals to Improve Financial News Understanding AAAI 2026

Compact Language Models with Iterative Text Refinement for Health Dialogue Summarization EACL 2026

PictureStories: Predicting the Task Adherence of Language Learner Answers to a Picture Story-Based Writing Task EACL 2026

Constructing a Dataset for Hallucination Detection in Japanese Summarization with Fine-grained Faithfulness Labels EACL 2026

EduPulse: A Practical LLM-Enhanced Opinion Mining System for Vietnamese Student Feedback in Educational Platforms EACL 2026

StrucSum: Graph-Structured Reasoning for Long Document Extractive Summarization with LLMs EACL 2026

Beyond Multiple Choice: Evaluating Steering Vectors for Summarization EACL 2026

Leveraging Digitized Newspapers to Collect Summarization Data in Low-Resource Languages EACL 2026

Let’s Simplify Step by Step: Guiding LLM Towards Multilingual Unsupervised Proficiency-Controlled Sentence Simplification EACL 2026

SAFE: Structured Argumentation for Fact-checking with Explanations IJCAI 2025

CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization (Abstract Reprint) IJCAI 2025

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