Natural Language Processing › Generation ›

Summarization

1599 directly classified papers

Papers per year

Papers

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

Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains EACL 2024

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

A Fairness Analysis of Human and AI-Generated Student Reflection Summaries ACL 2024

SINAI at BioLaySumm: Self-Play Fine-Tuning of Large Language Models for Biomedical Lay Summarisation ACL 2024

Sequence-to-Sequence Spanish Pre-trained Language Models COLING 2024

Team YXZ at BioLaySumm: Adapting Large Language Models for Biomedical Lay Summarization ACL 2024

Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning EACL 2024

A Sentiment Consolidation Framework for Meta-Review Generation ACL 2024

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

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

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

Reassess Summary Factual Inconsistency Detection with Large Language Model ACL 2024

XrayGPT: Chest Radiographs Summarization using Large Medical Vision-Language Models ACL 2024

GECSum: Generative Evaluation-Driven Sequence Level Contrastive Learning for Abstractive Summarization COLING 2024

Roux-lette at “Discharge Me!”: Reducing EHR Chart Burden with a Simple, Scalable, Clinician-Driven AI Approach ACL 2024

German Also Hallucinates! Inconsistency Detection in News Summaries with the Absinth Dataset COLING 2024

Safety Alignment in NLP Tasks: Weakly Aligned Summarization as an In-Context Attack ACL 2024

UIUC_BioNLP at BioLaySumm: An Extract-then-Summarize Approach Augmented with Wikipedia Knowledge for Biomedical Lay Summarization ACL 2024

IgnitionInnovators at “Discharge Me!”: Chain-of-Thought Instruction Finetuning Large Language Models for Discharge Summaries ACL 2024

HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew ACL 2024

Bias in News Summarization: Measures, Pitfalls and Corpora ACL 2024

Rethinking Efficient Multilingual Text Summarization Meta-Evaluation ACL 2024

Distantly Supervised Contrastive Learning for Low-Resource Scripting Language Summarization COLING 2024

STRUCTSUM Generation for Faster Text Comprehension ACL 2024