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| Converging Dimensions: Information Extraction and Summarization through Multisource, Multimodal, and Multilingual Fusion | Jun 19, 2024 | Informativeness | —Unverified | 0 |
| Are LLM-generated plain language summaries truly understandable? A large-scale crowdsourced evaluation | May 15, 2025 | InformativenessMultiple-choice | —Unverified | 0 |
| EdinburghNLP at WNUT-2020 Task 2: Leveraging Transformers with Generalized Augmentation for Identifying Informativeness in COVID-19 Tweets | Sep 6, 2020 | InformativenessTask 2 | —Unverified | 0 |
| Diverse mini-batch Active Learning | Jan 17, 2019 | Active LearningClustering | —Unverified | 0 |
| Diversified and Adaptive Negative Sampling on Knowledge Graphs | Oct 10, 2024 | Graph EmbeddingInformativeness | —Unverified | 0 |
| Contrastive Speaker-Aware Learning for Multi-party Dialogue Generation with LLMs | Mar 11, 2025 | Contrastive LearningDialogue Generation | —Unverified | 0 |
| Document Filtering for Long-tail Entities | Sep 14, 2016 | InformativenessKnowledge Base Construction | —Unverified | 0 |
| Best Practices for Crowd-based Evaluation of German Summarization: Comparing Crowd, Expert and Automatic Evaluation | Nov 1, 2020 | Informativeness | —Unverified | 0 |
| Contrastive Reasons Detection and Clustering from Online Polarized Debate | Aug 1, 2019 | ClusteringInformativeness | —Unverified | 0 |