| Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation | Dec 10, 2021 | Extractive SummarizationKnowledge Distillation | CodeCode Available | 0 |
| A New Sentence Extraction Strategy for Unsupervised Extractive Summarization Methods | Dec 6, 2021 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 |
| CAWESumm: A Contextual and Anonymous Walk Embedding Based Extractive Summarization of Legal Bills | Dec 1, 2021 | Document EmbeddingExtractive Summarization | —Unverified | 0 |
| TWEETSUMM -- A Dialog Summarization Dataset for Customer Service | Nov 23, 2021 | Extractive SummarizationUnsupervised Extractive Summarization | CodeCode Available | 2 |
| EntSUM: A Data Set for Entity-Centric Extractive Summarization | Nov 16, 2021 | Extractive Summarization | —Unverified | 0 |
| How do we answer complex questions: Discourse structure of long form answers | Nov 16, 2021 | Extractive SummarizationForm | —Unverified | 0 |
| HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information | Nov 16, 2021 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 |
| SumHiS: Extractive Summarization Exploiting Hidden Sctructure | Nov 16, 2021 | ClusteringExtractive Summarization | —Unverified | 0 |
| Park. Optimizing Domain Specificity of Transformer-based Language Models for Extractive Summarization of Financial News Articles in Korean | Nov 1, 2021 | ArticlesExtractive Summarization | —Unverified | 0 |
| Personalized Extractive Summarization Using an Ising Machine Towards Real-time Generation of Efficient and Coherent Dialogue Scenarios | Nov 1, 2021 | Extractive Summarization | —Unverified | 0 |
| SUBSUME: A Dataset for Subjective Summary Extraction from Wikipedia Documents | Nov 1, 2021 | Extractive Summarization | —Unverified | 0 |
| EASE: Extractive-Abstractive Summarization End-to-End using the Information Bottleneck Principle | Nov 1, 2021 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization | Nov 1, 2021 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 |
| Post-Editing Extractive Summaries by Definiteness Prediction | Nov 1, 2021 | Extractive SummarizationPrediction | —Unverified | 0 |
| Exploring Multitask Learning for Low-Resource Abstractive Summarization | Nov 1, 2021 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 0 |
| TWEETSUMM - A Dialog Summarization Dataset for Customer Service | Nov 1, 2021 | Extractive SummarizationUnsupervised Extractive Summarization | —Unverified | 0 |
| HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization | Oct 12, 2021 | Document SummarizationExtractive Summarization | CodeCode Available | 1 |
| Automatic Text Extractive Summarization Based on Graph and Pre-trained Language Model Attention | Oct 10, 2021 | Extractive SummarizationLanguage Modeling | —Unverified | 0 |
| Key Point Analysis via Contrastive Learning and Extractive Argument Summarization | Sep 30, 2021 | Argument MiningContrastive Learning | CodeCode Available | 0 |
| Privacy Policy Question Answering Assistant: A Query-Guided Extractive Summarization Approach | Sep 29, 2021 | Extractive SummarizationQuestion Answering | —Unverified | 0 |
| Extractive Topical Summarization With Aspects | Sep 17, 2021 | Extractive Summarization | —Unverified | 0 |
| Biomedical text summarization using Conditional Generative Adversarial Network(CGAN) | Sep 17, 2021 | Extractive SummarizationGenerative Adversarial Network | —Unverified | 0 |
| Exploring Multitask Learning for Low-Resource AbstractiveSummarization | Sep 17, 2021 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| StreamHover: Livestream Transcript Summarization and Annotation | Sep 11, 2021 | Extractive Summarization | CodeCode Available | 0 |
| Cross-lingual Fine-tuning for Abstractive Arabic Text Summarization | Sep 1, 2021 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| Improving Unsupervised Extractive Summarization with Facet-Aware Modeling | Aug 1, 2021 | Extractive SummarizationUnsupervised Extractive Summarization | —Unverified | 0 |
| Jointly Learning Salience and Redundancy by Adaptive Sentence Reranking for Extractive Summarization | Aug 1, 2021 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 |
| Unsupervised Extractive Summarization-Based Representations for Accurate and Explainable Collaborative Filtering | Aug 1, 2021 | Collaborative FilteringExtractive Summarization | CodeCode Available | 0 |
| Deep Differential Amplifier for Extractive Summarization | Aug 1, 2021 | Extractive Summarizationimbalanced classification | —Unverified | 0 |
| Evaluating Extractive Summarization Techniques on News Articles | Jul 22, 2021 | ArticlesExtractive Summarization | CodeCode Available | 0 |
| Evaluating Extractive Summarization Techniques on News Articles | Jul 22, 2021 | ArticlesExtractive Summarization | CodeCode Available | 0 |
| MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes | Jul 19, 2021 | Extractive SummarizationExtractive Text Summarization | CodeCode Available | 1 |
| Weakly Supervised Extractive Summarization with Attention | Jul 1, 2021 | ArticlesExtractive Summarization | —Unverified | 0 |
| Incorporating Domain Knowledge for Extractive Summarization of Legal Case Documents | Jun 30, 2021 | Extractive SummarizationText Summarization | CodeCode Available | 1 |
| Extractive Research Slide Generation Using Windowed Labeling Ranking | Jun 6, 2021 | Extractive SummarizationSentence | CodeCode Available | 1 |
| CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes | Jun 4, 2021 | Extractive SummarizationLanguage Modelling | CodeCode Available | 1 |
| UETrice at MEDIQA 2021: A Prosper-thy-neighbour Extractive Multi-document Summarization Model | Jun 1, 2021 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| paht_nlp @ MEDIQA 2021: Multi-grained Query Focused Multi-Answer Summarization | Jun 1, 2021 | Extractive SummarizationSentence | —Unverified | 0 |
| UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization | Jun 1, 2021 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Keyphrase Extraction from Scientific Articles via Extractive Summarization | Jun 1, 2021 | ArticlesExtractive Summarization | CodeCode Available | 1 |
| The Effect of Pretraining on Extractive Summarization for Scientific Documents | Jun 1, 2021 | Extractive SummarizationWord Embeddings | —Unverified | 0 |
| CNLP-NITS @ LongSumm 2021: TextRank Variant for Generating Long Summaries | Jun 1, 2021 | Extractive Summarization | —Unverified | 0 |
| Unsupervised document summarization using pre-trained sentence embeddings and graph centrality | Jun 1, 2021 | Abstractive Text SummarizationDocument Summarization | —Unverified | 0 |
| Sliding Selector Network with Dynamic Memory for Extractive Summarization of Long Documents | Jun 1, 2021 | Extractive Summarization | CodeCode Available | 0 |
| Genetic Algorithms For Extractive Summarization | May 5, 2021 | Deep LearningExtractive Summarization | —Unverified | 0 |
| Automated News Summarization Using Transformers | Apr 23, 2021 | Abstractive Text SummarizationArticles | —Unverified | 0 |
| Text Summarization of Czech News Articles Using Named Entities | Apr 21, 2021 | Abstractive Text SummarizationArticles | —Unverified | 0 |
| Attention-based Clinical Note Summarization | Apr 18, 2021 | Clinical Information RetreivalExtractive Summarization | CodeCode Available | 0 |
| Unsupervised Extractive Summarization by Human Memory Simulation | Apr 16, 2021 | ArticlesExtractive Summarization | —Unverified | 0 |
| Unsupervised Approach to Multilingual User Comments Summarization | Apr 1, 2021 | Extractive SummarizationSentence | CodeCode Available | 0 |