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Summarization

873 directly classified papers

Papers per year

Papers

Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles ACL 2023
Overview of the RadSum23 Shared Task on Multi-modal and Multi-anatomical Radiology Report Summarization ACL 2023
Automatically Generated Summaries of Video Lectures May Enhance Students’ Learning Experience ACL 2023
BioNART: A Biomedical Non-AutoRegressive Transformer for Natural Language Generation ACL 2023
Hospital Discharge Summarization Data Provenance ACL 2023
Transfer Learning from Pre-trained Language Models Improves End-to-End Speech Summarization INTERSPEECH 2023
Aspect-aware Unsupervised Extractive Opinion Summarization ACL 2023
Pragmatic Pertinence: A Learnable Confidence Metric to Assess the Subjective Quality of LM-Generated Text INTERSPEECH 2023
DiffuSum: Generation Enhanced Extractive Summarization with Diffusion ACL 2023
RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models ACL 2023
DeakinNLP at ProbSum 2023: Clinical Progress Note Summarization with Rules and Language ModelsClinical Progress Note Summarization with Rules and Languague Models ACL 2023
Prompted Opinion Summarization with GPT-3.5 ACL 2023
Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization ACL 2023
The Eval4NLP 2023 Shared Task on Prompting Large Language Models as Explainable Metrics IJCNLP 2023
Pre-trained Personalized Review Summarization with Effective Salience Estimation ACL 2023
Human-in-the-loop Abstractive Dialogue Summarization ACL 2023
Evaluating Factuality in Cross-lingual Summarization ACL 2023
Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients’ Problems and Data Augmentation with Black-box Large Language Models ACL 2023
A Set Prediction Network For Extractive Summarization ACL 2023
OASum: Large-Scale Open Domain Aspect-based Summarization ACL 2023
UMSE: Unified Multi-scenario Summarization Evaluation ACL 2023
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization ACL 2023
VCSUM: A Versatile Chinese Meeting Summarization Dataset ACL 2023
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality ACL 2023
SciLit: A Platform for Joint Scientific Literature Discovery, Summarization and Citation Generation ACL 2023