A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization
ASPECTNEWS Aspect-Oriented Summarization of News Documents
Attention Temperature Matters in Abstractive Summarization Distillation
A Variational Hierarchical Model for Neural Cross-Lingual Summarization
BRIO Bringing Order to Abstractive Summarization
Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization
Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature
DYLE Dynamic Latent Extraction for Abstractive Long-Input Summarization
Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization
EntSUM A Data Set for Entity-Centric Extractive Summarization
Faithful or Extractive On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization
Graph Enhanced Contrastive Learning for Radiology Findings Summarization
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization
HIBRIDS Attention with Hierarchical Biases for Structure-aware Long Document Summarization
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization
Length Control in Abstractive Summarization by Pretraining Information Selection
MemSum Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes
Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization
Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization
Other Roles Matter Enhancing Role-Oriented Dialogue Summarization via Role Interactions
Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization
PRIMERA Pyramid-based Masked Sentence Pre-training for Multi-Document Summarization
RNSum A Large-Scale Dataset for Automatic Release Note Generation via Commit Logs Summarization
Summ^N A Multi-Stage Summarization Framework for Long Input Dialogues and Documents
SummaReranker A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization
SummScreen A Dataset for Abstractive Screenplay Summarization
Textomics A Dataset for Genomics Data Summary Generation
The patient is more dead than alive: exploring the current state of the Multi-Document summarization of the Biomedical Literature
Towards Abstractive Grounded Summarization of Podcast Transcripts
Unsupervised Extractive Opinion Summarization Using Sparse Coding
Updated Headline Generation Creating Updated Summaries for Evolving News Stories