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Summarization

1599 directly classified papers

Papers per year

Papers

Globalizing BERT-based Transformer Architectures for Long Document Summarization EACL 2021
StructSum: Summarization via Structured Representations EACL 2021
Unsupervised Abstractive Summarization of Bengali Text Documents EACL 2021
Joint Summarization-Entailment Optimization for Consumer Health Question Understanding NAACL 2021
Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization EMNLP 2021
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining IJCNLP 2021
Improving Factual Consistency of Abstractive Summarization via Question Answering IJCNLP 2021
DESCGEN: A Distantly Supervised Datasetfor Generating Entity Descriptions IJCNLP 2021
SumPubMed: Summarization Dataset of PubMed Scientific Articles ACL 2021
Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors ACL 2021
Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple Summaries IJCNLP 2021
Personalized Extractive Summarization Using an Ising Machine Towards Real-time Generation of Efficient and Coherent Dialogue Scenarios EMNLP 2021
Summarization of German Court Rulings EMNLP 2021
A New Dataset and Efficient Baselines for Document-level Text Simplification in German EMNLP 2021
TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts EMNLP 2021
Cross-Lingual Abstractive Summarization with Limited Parallel Resources ACL 2021
Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution IJCNLP 2021
ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization EMNLP 2021
Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems EMNLP 2021
Modeling Endorsement for Multi-Document Abstractive Summarization EMNLP 2021
Are We Summarizing the Right Way? A Survey of Dialogue Summarization Data Sets EMNLP 2021
Summary-Oriented Question Generation for Informational Queries ACL 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents IJCNLP 2021
DESCGEN: A Distantly Supervised Datasetfor Generating Entity Descriptions ACL 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation ACL 2021