| Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions | Nov 6, 2022 | Extractive SummarizationUnsupervised Extractive Summarization | CodeCode Available | 0 |
| CCS Explorer: Relevance Prediction, Extractive Summarization, and Named Entity Recognition from Clinical Cohort Studies | Nov 1, 2022 | ArticlesDrug Discovery | —Unverified | 0 |
| Unsupervised Text Summarization of Long Documents using Dependency-based Noun Phrases and Contextual Order Arrangement | Nov 1, 2022 | Extractive SummarizationSemantic Similarity | —Unverified | 0 |
| Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance | Oct 22, 2022 | Extractive SummarizationMulti-Task Learning | —Unverified | 0 |
| Readability Controllable Biomedical Document Summarization | Oct 10, 2022 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| EDU-level Extractive Summarization with Varying Summary Lengths | Oct 8, 2022 | Extractive SummarizationText Summarization | CodeCode Available | 0 |
| Team AINLPML @ MuP in SDP 2021: Scientific Document Summarization by End-to-End Extractive and Abstractive Approach | Oct 1, 2022 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Constrained Regeneration for Cross-Lingual Query-Focused Extractive Summarization | Oct 1, 2022 | Extractive SummarizationMachine Translation | —Unverified | 0 |
| The CreativeSumm 2022 Shared Task: A Two-Stage Summarization Model using Scene Attributes | Oct 1, 2022 | Extractive Summarization | —Unverified | 0 |
| Exploring Optimal Granularity for Extractive Summarization of Unstructured Health Records: Analysis of the Largest Multi-Institutional Archive of Health Records in Japan | Sep 20, 2022 | Extractive SummarizationSentence | —Unverified | 0 |
| Comparing Methods for Extractive Summarization of Call Centre Dialogue | Sep 6, 2022 | Extractive Summarization | —Unverified | 0 |
| GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization | Aug 21, 2022 | Contrastive LearningExtractive Summarization | —Unverified | 0 |
| Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm | Aug 19, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| A Data-driven Latent Semantic Analysis for Automatic Text Summarization using LDA Topic Modelling | Jul 23, 2022 | ArticlesExtractive Summarization | —Unverified | 0 |
| Pre-trained language models with domain knowledge for biomedical extractive summarization | Jul 19, 2022 | Extractive SummarizationPICO | CodeCode Available | 0 |
| Extractive and Abstractive Summarization Methods for Financial Narrative Summarization in English, Spanish and Greek | Jun 1, 2022 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Sentence Pair Embeddings Based Evaluation Metric for Abstractive and Extractive Summarization | Jun 1, 2022 | Extractive SummarizationNatural Language Inference | —Unverified | 0 |
| On the Trade-off between Redundancy and Local Coherence in Summarization | May 20, 2022 | Extractive SummarizationInformativeness | CodeCode Available | 0 |
| Revisiting Automatic Evaluation of Extractive Summarization Task: Can We Do Better than ROUGE? | May 1, 2022 | Extractive Summarization | —Unverified | 0 |
| Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization | Apr 28, 2022 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 |
| HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information | Mar 17, 2022 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 |
| Unsupervised Extractive Opinion Summarization Using Sparse Coding | Mar 15, 2022 | Dictionary LearningExtractive Summarization | CodeCode Available | 0 |
| Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization | Mar 15, 2022 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization | Jan 14, 2022 | Abstractive Text SummarizationData Augmentation | —Unverified | 0 |
| An Unsupervised Masking Objective for Abstractive Multi-Document News Summarization | Jan 7, 2022 | Extractive SummarizationNews Summarization | —Unverified | 0 |
| Topic-Aware Encoding for Extractive Summarization | Dec 17, 2021 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing | Dec 13, 2021 | Explanation GenerationExtractive Summarization | —Unverified | 0 |
| 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 |
| HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information | Nov 16, 2021 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 |
| EntSUM: A Data Set for Entity-Centric Extractive Summarization | Nov 16, 2021 | Extractive Summarization | —Unverified | 0 |
| SumHiS: Extractive Summarization Exploiting Hidden Sctructure | Nov 16, 2021 | ClusteringExtractive Summarization | —Unverified | 0 |
| How do we answer complex questions: Discourse structure of long form answers | Nov 16, 2021 | Extractive SummarizationForm | —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 |
| Exploring Multitask Learning for Low-Resource Abstractive Summarization | Nov 1, 2021 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 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 |
| TWEETSUMM - A Dialog Summarization Dataset for Customer Service | Nov 1, 2021 | Extractive SummarizationUnsupervised 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 |
| Post-Editing Extractive Summaries by Definiteness Prediction | Nov 1, 2021 | Extractive SummarizationPrediction | —Unverified | 0 |
| Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization | Nov 1, 2021 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 |
| 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 |
| Exploring Multitask Learning for Low-Resource AbstractiveSummarization | Sep 17, 2021 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| Biomedical text summarization using Conditional Generative Adversarial Network(CGAN) | Sep 17, 2021 | Extractive SummarizationGenerative Adversarial Network | —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 |