conftrace_

hallucination reduction

97 papers

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Co-occurring keywords

large language model (13587) retrieval-augmented generation (1592) multimodal large language model (966) hallucination mitigation (320) knowledge graph (1837) vision-language model (2348) multimodal learning (4645) direct preference optimization (332) dialogue system (1667) knowledge grounding (93)

Papers

Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy ACL 2024
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment EMNLP 2024
CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph ACL 2024
Calvados at MEDIQA-Chat 2023: Improving Clinical Note Generation with Multi-Task Instruction Finetuning ACL 2023
RHO: Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding ACL 2023
Towards Mitigating LLM Hallucination via Self Reflection EMNLP 2023
Contrastive Learning Reduces Hallucination in Conversations AAAI 2023
KILM: Knowledge Injection into Encoder-Decoder Language Models ACL 2023
Factual Consistency Oriented Speech Recognition INTERSPEECH 2023
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization ACL 2023
WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia EMNLP 2023
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences ACL 2023
Exploring the Effectiveness of Multi-Lingual Commonsense Knowledge-Aware Open-Domain Dialogue Response Generation EMNLP 2023
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning NAACL 2022
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue EMNLP 2022
Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue EMNLP 2022
You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge EMNLP 2022
T-STAR: Truthful Style Transfer using AMR Graph as Intermediate Representation EMNLP 2022
Controllable Neural Dialogue Summarization with Personal Named Entity Planning EMNLP 2021
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding EMNLP 2021
Learning Opinion Summarizers by Selecting Informative Reviews EMNLP 2021
A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation ACL 2019