| LLM Based Multi-Document Summarization Exploiting Main-Event Biased Monotone Submodular Content Extraction | Oct 5, 2023 | Document SummarizationInformativeness | —Unverified | 0 |
| Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles | Sep 17, 2023 | ArticlesDocument Summarization | CodeCode Available | 1 |
| Bias in News Summarization: Measures, Pitfalls and Corpora | Sep 14, 2023 | Document SummarizationNews Summarization | CodeCode Available | 0 |
| You talk what you read: Understanding News Comment Behavior by Dispositional and Situational Attribution | Aug 4, 2023 | DecoderNews Summarization | —Unverified | 0 |
| FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge | May 14, 2023 | News Summarization | CodeCode Available | 1 |
| ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models | May 11, 2023 | NavigateNews Generation | CodeCode Available | 1 |
| Benchmarking Large Language Models for News Summarization | Jan 31, 2023 | BenchmarkingNews Summarization | CodeCode Available | 1 |
| Unsupervised Broadcast News Summarization; a comparative study on Maximal Marginal Relevance (MMR) and Latent Semantic Analysis (LSA) | Jan 5, 2023 | News Summarization | —Unverified | 0 |
| SumREN: Summarizing Reported Speech about Events in News | Dec 2, 2022 | ArticlesDocument Summarization | CodeCode Available | 0 |
| Evaluating the Factual Consistency of Large Language Models Through News Summarization | Nov 15, 2022 | News Summarization | CodeCode Available | 1 |
| He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues | Oct 27, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| LANS: Large-scale Arabic News Summarization Corpus | Oct 24, 2022 | ArticlesDiversity | —Unverified | 0 |
| News Summarization and Evaluation in the Era of GPT-3 | Sep 26, 2022 | News SummarizationText Summarization | CodeCode Available | 1 |
| Podcast Summary Assessment: A Resource for Evaluating Summary Assessment Methods | Aug 28, 2022 | News Summarization | CodeCode Available | 0 |
| Automatically Discarding Straplines to Improve Data Quality for Abstractive News Summarization | May 1, 2022 | ArticlesNews Summarization | —Unverified | 0 |
| NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias | Apr 11, 2022 | ArticlesDecoder | CodeCode Available | 1 |
| Read Top News First: A Document Reordering Approach for Multi-Document News Summarization | Mar 19, 2022 | Document SummarizationNews Summarization | CodeCode Available | 0 |
| IT5: Text-to-text Pretraining for Italian Language Understanding and Generation | Mar 7, 2022 | DecoderHeadline Generation | CodeCode Available | 1 |
| NeuS: Neutral Multi-News Summarization for Framing Bias Mitigation | Jan 16, 2022 | ArticlesNews Summarization | —Unverified | 0 |
| An Unsupervised Masking Objective for Abstractive Multi-Document News Summarization | Jan 7, 2022 | Extractive SummarizationNews Summarization | —Unverified | 0 |
| NEWSFARM: the Largest Chinese Corpus for Long News Summarization | Nov 16, 2021 | News SummarizationSemantic Similarity | —Unverified | 0 |
| Transductive Learning for Abstractive News Summarization | Nov 16, 2021 | ArticlesNews Summarization | —Unverified | 0 |
| Training Dynamics for Text Summarization Models | Nov 16, 2021 | HallucinationNews Summarization | —Unverified | 0 |
| Meeting Summarization with Pre-training and Clustering Methods | Nov 16, 2021 | ClusteringLanguage Modeling | CodeCode Available | 0 |
| Knowledge and Keywords Augmented Abstractive Sentence Summarization | Nov 1, 2021 | News SummarizationSentence | —Unverified | 0 |
