| Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting | Jul 11, 2024 | ARCRAG | —Unverified | 0 |
| From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data | Jun 27, 2024 | HallucinationInformation Retrieval | CodeCode Available | 0 |
| Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges | Jun 18, 2024 | TriviaQA | CodeCode Available | 0 |
| CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG | Jun 17, 2024 | MisinformationRAG | CodeCode Available | 0 |
| RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation | Jun 9, 2024 | Document RankingNatural Questions | CodeCode Available | 0 |
| Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs | Jun 4, 2024 | Question AnsweringTriviaQA | CodeCode Available | 1 |
| LACIE: Listener-Aware Finetuning for Confidence Calibration in Large Language Models | May 31, 2024 | TriviaQATruthfulQA | CodeCode Available | 0 |
| Accurate and Nuanced Open-QA Evaluation Through Textual Entailment | May 26, 2024 | Natural Language InferenceOpen-Domain Question Answering | CodeCode Available | 0 |
| LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding | Apr 25, 2024 | GSM8KHellaSwag | CodeCode Available | 3 |
| KS-LLM: Knowledge Selection of Large Language Models with Evidence Document for Question Answering | Apr 24, 2024 | HallucinationQuestion Answering | —Unverified | 0 |
