Natural Language Processing › Generation ›

Summarization

1599 directly classified papers

Papers per year

Papers

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

STRUCTSUM Generation for Faster Text Comprehension ACL 2024

ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models ACL 2024

Toward Structured Related Work Generation with Novelty Statements ACL 2024

Trainable Hard Negative Examples in Contrastive Learning for Unsupervised Abstractive Summarization EACL 2024

TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization NAACL 2024

HGP-NLP at BioLaySumm: Leveraging LoRA for Lay Summarization of Biomedical Research Articles using Seq2Seq Transformers ACL 2024

Ctyun AI at BioLaySumm: Enhancing Lay Summaries of Biomedical Articles Through Large Language Models and Data Augmentation ACL 2024

Reassess Summary Factual Inconsistency Detection with Large Language Model ACL 2024

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

DocChecker: Bootstrapping Code Large Language Model for Detecting and Resolving Code-Comment Inconsistencies EACL 2024

Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles NAACL 2024

Towards Unified Uni- and Multi-modal News Headline Generation EACL 2024

Personalized Abstractive Summarization by Tri-agent Generation Pipeline EACL 2024

Enhancing Scientific Document Summarization with Research Community Perspective and Background Knowledge COLING 2024

Less is More for Long Document Summary Evaluation by LLMs EACL 2024

From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models ACL 2024

AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation NAACL 2024

hinoki at SemEval-2024 Task 7: Numeral-Aware Headline Generation (English) NAACL 2024

PELMS: Pre-training for Effective Low-Shot Multi-Document Summarization NAACL 2024

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

CALAMR: Component ALignment for Abstract Meaning Representation COLING 2024

Dialogue Summarization with Mixture of Experts based on Large Language Models ACL 2024

On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization EACL 2024

ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications NAACL 2024