| Beyond Model Collapse: Scaling Up with Synthesized Data Requires Verification | Jun 11, 2024 | News Summarization | —Unverified | 0 |
| Enhancing News Summarization with ELearnFit through Efficient In-Context Learning and Efficient Fine-Tuning | May 4, 2024 | ArticlesFew-Shot Learning | —Unverified | 0 |
| Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization | May 3, 2024 | ArticlesDocument Summarization | —Unverified | 0 |
| Generating Faithful and Complete Hospital-Course Summaries from the Electronic Health Record | Apr 1, 2024 | Domain AdaptationNews Summarization | —Unverified | 0 |
| Concurrent Linguistic Error Detection (CLED) for Large Language Models | Mar 25, 2024 | News Summarizationvalid | —Unverified | 0 |
| German also Hallucinates! Inconsistency Detection in News Summaries with the Absinth Dataset | Mar 6, 2024 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| How Much Annotation is Needed to Compare Summarization Models? | Feb 28, 2024 | News SummarizationText Generation | —Unverified | 0 |
| TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization | Feb 20, 2024 | HallucinationNews Summarization | CodeCode Available | 1 |
| Context-aware Decoding Reduces Hallucination in Query-focused Summarization | Dec 21, 2023 | HallucinationLanguage Modelling | CodeCode Available | 1 |
| Shaping Political Discourse using multi-source News Summarization | Dec 18, 2023 | Document SummarizationMulti-Document Summarization | CodeCode Available | 0 |
