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hallucination reduction

108 papers

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Co-occurring keywords · papers mentioning both

large language model (36) retrieval-augmented generation (19) vision-language model (16) multimodal large language model (10) knowledge graph (10) hallucination mitigation (9) multimodal learning (8) direct preference optimization (8) language model (7) preference optimization (7)

Papers

Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue EMNLP 2022 Reason first, then respond: Modular Generation for Knowledge-infused Dialogue EMNLP 2022 T-STAR: Truthful Style Transfer using AMR Graph as Intermediate Representation EMNLP 2022 You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge EMNLP 2022 Controllable Neural Dialogue Summarization with Personal Named Entity Planning EMNLP 2021 Learning Opinion Summarizers by Selecting Informative Reviews EMNLP 2021 Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding EMNLP 2021 A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation ACL 2019