| On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization | Mar 9, 2024 | HallucinationText Summarization | CodeCode Available | 0 |
| Crafting In-context Examples according to LMs' Parametric Knowledge | Nov 16, 2023 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully | Jan 11, 2024 | HallucinationText Generation | CodeCode Available | 0 |
| Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs | Jun 17, 2024 | counterfactualHallucination | CodeCode Available | 0 |
| On the Hallucination in Simultaneous Machine Translation | Jun 11, 2024 | HallucinationMachine Translation | CodeCode Available | 0 |
| Shakespearean Sparks: The Dance of Hallucination and Creativity in LLMs' Decoding Layers | Mar 4, 2025 | Hallucination | CodeCode Available | 0 |
| BioKGBench: A Knowledge Graph Checking Benchmark of AI Agent for Biomedical Science | Jun 29, 2024 | AI AgentClaim Verification | CodeCode Available | 0 |
| Beyond Ontology in Dialogue State Tracking for Goal-Oriented Chatbot | Oct 30, 2024 | ChatbotDialogue State Tracking | CodeCode Available | 0 |
| SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection | Apr 4, 2024 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| Language Models Hallucinate, but May Excel at Fact Verification | Oct 23, 2023 | Fact VerificationHallucination | CodeCode Available | 0 |
