| Sight Beyond Text: Multi-Modal Training Enhances LLMs in Truthfulness and Ethics | Sep 13, 2023 | EthicsTruthfulQA | CodeCode Available | 1 | 5 |
| Truth Forest: Toward Multi-Scale Truthfulness in Large Language Models through Intervention without Tuning | Dec 29, 2023 | TruthfulQA | CodeCode Available | 1 | 5 |
| Alleviating Hallucinations of Large Language Models through Induced Hallucinations | Dec 25, 2023 | HallucinationHallucination Evaluation | CodeCode Available | 1 | 5 |
| Integrative Decoding: Improve Factuality via Implicit Self-consistency | Oct 2, 2024 | TruthfulQA | CodeCode Available | 1 | 5 |
| RAIN: Your Language Models Can Align Themselves without Finetuning | Sep 13, 2023 | Adversarial AttackTruthfulQA | CodeCode Available | 1 | 5 |
| Instruction Tuning With Loss Over Instructions | May 23, 2024 | HumanEvalMMLU | CodeCode Available | 1 | 5 |
| Tool-Augmented Reward Modeling | Oct 2, 2023 | TruthfulQA | CodeCode Available | 1 | 5 |
| DeLTa: A Decoding Strategy based on Logit Trajectory Prediction Improves Factuality and Reasoning Ability | Mar 4, 2025 | GSM8KLogical Reasoning | CodeCode Available | 0 | 5 |
| Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding | Jun 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models | Oct 11, 2024 | Multiple-choiceTruthfulQA | CodeCode Available | 0 | 5 |
