Natural Language Processing › Generation ›

Summarization

1599 directly classified papers

Papers per year

Papers

No perspective, no perception!! Perspective-aware Healthcare Answer Summarization ACL 2024

GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024

ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning ACL 2024

Does the structure of textual content have an impact on language models for automatic summarization? ACL 2024

Detecting Errors through Ensembling Prompts (DEEP): An End-to-End LLM Framework for Detecting Factual Errors EMNLP 2024

The Power of Summary-Source Alignments ACL 2024

APPLS: Evaluating Evaluation Metrics for Plain Language Summarization EMNLP 2024

Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization ACL 2024

P3Sum: Preserving Author’s Perspective in News Summarization with Diffusion Language Models NAACL 2024

Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works EMNLP 2024

Delving into the Depths: Evaluating Depression Severity through BDI-biased Summaries EACL 2024

FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document EMNLP 2024

DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation ACL 2024

SciNews: From Scholarly Complexities to Public Narratives – a Dataset for Scientific News Report Generation COLING 2024

Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects - A Survey ACL 2024

LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores ACL 2024

RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization NAACL 2024

Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization EMNLP 2024

HumSum: A Personalized Lecture Summarization Tool for Humanities Students Using LLMs EACL 2024

Unveiling the Power of Integration: Block Diagram Summarization through Local-Global Fusion ACL 2024

Fair Abstractive Summarization of Diverse Perspectives NAACL 2024

SummEQuAL: Summarization Evaluation via Question Answering using Large Language Models ACL 2024

Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models ACL 2024

Toward Structured Related Work Generation with Novelty Statements ACL 2024

SumSurvey: An Abstractive Dataset of Scientific Survey Papers for Long Document Summarization ACL 2024