Natural Language Processing › Generation ›

Summarization

1599 directly classified papers

Papers per year

Papers

Overview of the Third Workshop on Scholarly Document Processing COLING 2022

Named Entity Recognition Based Automatic Generation of Research Highlights COLING 2022

Team AINLPML @ MuP in SDP 2021: Scientific Document Summarization by End-to-End Extractive and Abstractive Approach COLING 2022

Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training ACL 2022

Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization ACL 2022

Overview of the First Shared Task on Multi Perspective Scientific Document Summarization (MuP) COLING 2022

Abstractive Approaches To Multidocument Summarization Of Medical Literature Reviews COLING 2022

SUMMARY WORKBENCH: Unifying Application and Evaluation of Text Summarization Models EMNLP 2022

Opinion Summarization by Weak-Supervision from Mix-structured Data EMNLP 2022

Generating a Structured Summary of Numerous Academic Papers: Dataset and Method IJCAI 2022

SEHY: A Simple yet Effective Hybrid Model for Summarization of Long Scientific Documents AACL 2022

Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking ACL 2022

Predicting Sentence Deletions for Text Simplification Using a Functional Discourse Structure ACL 2022

Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization ACL 2022

GUSUM: Graph-based Unsupervised Summarization Using Sentence Features Scoring and Sentence-BERT COLING 2022

Evaluating Pre-Trained Language Models on Multi-Document Summarization for Literature Reviews COLING 2022

Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record ACL 2022

BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese INTERSPEECH 2022

Towards Pragmatic Production Strategies for Natural Language Generation Tasks EMNLP 2022

HydraSum: Disentangling Style Features in Text Summarization with Multi-Decoder Models EMNLP 2022

Extract and Abstract with BART for Clinical Notes from Doctor-Patient Conversations INTERSPEECH 2022

Optimal Summaries for Enabling a Smooth Handover in Chat-Oriented Dialogue AACL 2022

Towards Modeling Role-Aware Centrality for Dialogue Summarization AACL 2022

Unsupervised Single Document Abstractive Summarization using Semantic Units AACL 2022

Constrained Regeneration for Cross-Lingual Query-Focused Extractive Summarization COLING 2022