| Extractive Summarization via ChatGPT for Faithful Summary Generation | Apr 9, 2023 | Extractive SummarizationIn-Context Learning | —Unverified | 0 |
| San-BERT: Extractive Summarization for Sanskrit Documents using BERT and it's variants | Apr 4, 2023 | ClusteringExtractive Summarization | —Unverified | 0 |
| Overview of the ICASSP 2023 General Meeting Understanding and Generation Challenge (MUG) | Mar 24, 2023 | Extractive SummarizationKeyphrase Extraction | —Unverified | 0 |
| MUG: A General Meeting Understanding and Generation Benchmark | Mar 24, 2023 | Extractive SummarizationKeyphrase Extraction | CodeCode Available | 0 |
| XWikiGen: Cross-lingual Summarization for Encyclopedic Text Generation in Low Resource Languages | Mar 22, 2023 | ArticlesCross-Lingual Abstractive Summarization | CodeCode Available | 0 |
| Improving Sentence Similarity Estimation for Unsupervised Extractive Summarization | Feb 24, 2023 | Contrastive LearningExtractive Summarization | CodeCode Available | 0 |
| Combining Deep Neural Reranking and Unsupervised Extraction for Multi-Query Focused Summarization | Feb 2, 2023 | DiversityExtractive Summarization | —Unverified | 0 |
| Document Summarization with Text Segmentation | Jan 20, 2023 | ArticlesDocument Summarization | —Unverified | 0 |
| On the State of German (Abstractive) Text Summarization | Jan 17, 2023 | Abstractive Text SummarizationAttribute | CodeCode Available | 1 |
| Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection | Dec 21, 2022 | Additive modelsBinary Classification | —Unverified | 0 |
| What to Read in a Contract? Party-Specific Summarization of Legal Obligations, Entitlements, and Prohibitions | Dec 19, 2022 | Extractive SummarizationSentence | —Unverified | 0 |
| Scientific Paper Extractive Summarization Enhanced by Citation Graphs | Dec 8, 2022 | Extractive SummarizationLink Prediction | —Unverified | 0 |
| GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state | Nov 18, 2022 | ArticlesDocument Summarization | CodeCode Available | 0 |
| Unsupervised Extractive Summarization with Heterogeneous Graph Embeddings for Chinese Document | Nov 9, 2022 | Extractive SummarizationSentence | —Unverified | 0 |
| Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection | Nov 9, 2022 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions | Nov 6, 2022 | Extractive SummarizationUnsupervised Extractive Summarization | CodeCode Available | 0 |
| Unsupervised Text Summarization of Long Documents using Dependency-based Noun Phrases and Contextual Order Arrangement | Nov 1, 2022 | Extractive SummarizationSemantic Similarity | —Unverified | 0 |
| CCS Explorer: Relevance Prediction, Extractive Summarization, and Named Entity Recognition from Clinical Cohort Studies | Nov 1, 2022 | ArticlesDrug Discovery | —Unverified | 0 |
| Toward Unifying Text Segmentation and Long Document Summarization | Oct 28, 2022 | ArticlesDocument Summarization | CodeCode Available | 1 |
| 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 |
| HEGEL: Hypergraph Transformer for Long Document Summarization | Oct 9, 2022 | Document SummarizationExtractive Summarization | CodeCode Available | 1 |
| EDU-level Extractive Summarization with Varying Summary Lengths | Oct 8, 2022 | Extractive SummarizationText Summarization | CodeCode Available | 0 |
| The CreativeSumm 2022 Shared Task: A Two-Stage Summarization Model using Scene Attributes | Oct 1, 2022 | Extractive Summarization | —Unverified | 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 |
| Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization | Oct 1, 2022 | Extractive Summarization | CodeCode Available | 1 |
| Text Summarization with Oracle Expectation | Sep 26, 2022 | Extractive SummarizationSentence | CodeCode Available | 1 |
| 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 |
| Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization | Sep 8, 2022 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 1 |
| 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 |
| EntSUM: A Data Set for Entity-Centric Extractive Summarization | May 1, 2022 | Extractive Summarization | CodeCode Available | 1 |
| Revisiting Automatic Evaluation of Extractive Summarization Task: Can We Do Better than ROUGE? | May 1, 2022 | Extractive Summarization | —Unverified | 0 |
| GenCompareSum: a hybrid unsupervised summarization method using salience | May 1, 2022 | Extractive SummarizationText Summarization | CodeCode Available | 1 |
| 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 |
| Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization | Mar 15, 2022 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| Unsupervised Extractive Opinion Summarization Using Sparse Coding | Mar 15, 2022 | Dictionary LearningExtractive Summarization | CodeCode Available | 0 |
| SciBERTSUM: Extractive Summarization for Scientific Documents | Jan 21, 2022 | ArticlesExtractive Summarization | CodeCode Available | 1 |
| 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 |