| AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization | Jul 16, 2024 | Abstractive Text SummarizationDomain Adaptation | CodeCode Available | 0 |
| Using Natural Language Explanations to Improve Robustness of In-context Learning | Nov 13, 2023 | In-Context LearningNatural Language Inference | CodeCode Available | 0 |
| DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task | Jun 24, 2024 | In-Context LearningPassage Ranking | CodeCode Available | 0 |
| Transformers are Provably Optimal In-context Estimators for Wireless Communications | Nov 1, 2023 | AttributeIn-Context Learning | CodeCode Available | 0 |
| GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network | Feb 18, 2024 | Graph Neural NetworkIn-Context Learning | CodeCode Available | 0 |
| GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks | Nov 16, 2023 | In-Context Learning | CodeCode Available | 0 |
| PrExMe! Large Scale Prompt Exploration of Open Source LLMs for Machine Translation and Summarization Evaluation | Jun 26, 2024 | In-Context LearningMachine Translation | CodeCode Available | 0 |
| PrimeGuard: Safe and Helpful LLMs through Tuning-Free Routing | Jul 23, 2024 | In-Context LearningInstruction Following | CodeCode Available | 0 |
| Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning | May 24, 2023 | counterfactualData Augmentation | CodeCode Available | 0 |
| German also Hallucinates! Inconsistency Detection in News Summaries with the Absinth Dataset | Mar 6, 2024 | HallucinationIn-Context Learning | CodeCode Available | 0 |
