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Summarization

1599 directly classified papers

Papers per year

Papers

ESTIME: Estimation of Summary-to-Text Inconsistency by Mismatched Embeddings EMNLP 2021
Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline EMNLP 2021
Understanding the Extent to which Content Quality Metrics Measure the Information Quality of Summaries EMNLP 2021
Key Point Matching with Transformers EMNLP 2021
Key Point Analysis via Contrastive Learning and Extractive Argument Summarization EMNLP 2021
Modern Talking in Key Point Analysis: Key Point Matching using Pretrained Encoders EMNLP 2021
Matching The Statements: A Simple and Accurate Model for Key Point Analysis EMNLP 2021
Overview of the 2021 Key Point Analysis Shared Task EMNLP 2021
Convex Aggregation for Opinion Summarization EMNLP 2021
Improving Abstractive Dialogue Summarization with Hierarchical Pretraining and Topic Segment EMNLP 2021
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce EMNLP 2021
AUTOSUMM: Automatic Model Creation for Text Summarization EMNLP 2021
Multiplex Graph Neural Network for Extractive Text Summarization EMNLP 2021
HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization EMNLP 2021
Considering Nested Tree Structure in Sentence Extractive Summarization with Pre-trained Transformer EMNLP 2021
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization EMNLP 2021
CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees EMNLP 2021
TWEETSUMM - A Dialog Summarization Dataset for Customer Service EMNLP 2021
StreamHover: Livestream Transcript Summarization and Annotation EMNLP 2021
Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation EMNLP 2021
Enriching and Controlling Global Semantics for Text Summarization EMNLP 2021
Post-Editing Extractive Summaries by Definiteness Prediction EMNLP 2021
Models and Datasets for Cross-Lingual Summarisation EMNLP 2021
GupShup: Summarizing Open-Domain Code-Switched Conversations EMNLP 2021
Integrating Semantic Scenario and Word Relations for Abstractive Sentence Summarization EMNLP 2021