extractive summarization

310 papers

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Co-occurring keywords

text summarization (889) abstractive summarization (631) document summarization (139) unsupervised learning (3255) multi-document summarization (160) neural network (6616) sentence extraction (36) text generation (2903) graph neural network (3945) scientific document (90)

Papers

SgSum:Transforming Multi-document Summarization into Sub-graph Selection EMNLP 2021

Flexible Non-Autoregressive Extractive Summarization with Threshold: How to Extract a Non-Fixed Number of Summary Sentences AAAI 2021

CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes ACL 2021

Extractive Research Slide Generation Using Windowed Labeling Ranking NAACL 2021

Unsupervised Extractive Summarization-Based Representations for Accurate and Explainable Collaborative Filtering ACL 2021

Extending Multi-Sense Word Embedding to Phrases and Sentences for Unsupervised Semantic Applications AAAI 2021

Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization EMNLP 2021

Multiplex Graph Neural Network for Extractive Text Summarization EMNLP 2021

Twitter Event Summarization by Exploiting Semantic Terms and Graph Network AAAI 2021

Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques ACL 2021

Personalized Extractive Summarization Using an Ising Machine Towards Real-time Generation of Efficient and Coherent Dialogue Scenarios EMNLP 2021

paht_nlp @ MEDIQA 2021: Multi-grained Query Focused Multi-Answer Summarization NAACL 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

Deep Differential Amplifier for Extractive Summarization IJCNLP 2021

CNLP-NITS @ LongSumm 2021: TextRank Variant for Generating Long Summaries NAACL 2021

RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy ACL 2021

Post-Editing Extractive Summaries by Definiteness Prediction EMNLP 2021

SUBSUME: A Dataset for Subjective Summary Extraction from Wikipedia Documents EMNLP 2021

Unsupervised document summarization using pre-trained sentence embeddings and graph centrality NAACL 2021

Globalizing BERT-based Transformer Architectures for Long Document Summarization EACL 2021

CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization EMNLP 2020

Neural Extractive Summarization with Hierarchical Attentive Heterogeneous Graph Network EMNLP 2020

AMEX AI-Labs: An Investigative Study on Extractive Summarization of Financial Documents COLING 2020

ARTU / TU Wien and Artificial Researcher@ LongSumm 20 EMNLP 2020