knowledge grounding

Grounding LLMs to In-prompt Instructions: Reducing Hallucinations Caused by Static Pre-training Knowledge COLING 2024 How Well Do Large Language Models Truly Ground? NAACL 2024 KIEval: A Knowledge-grounded Interactive Evaluation Framework for Large Language Models ACL 2024 NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning IJCAI 2024 Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset ACL 2024 PEK: A Parameter-Efficient Framework for Knowledge-Grounded Dialogue Generation ACL 2024 Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering EMNLP 2024 The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models ACL 2024 Trustful LLMs: Customizing and Grounding Text Generation with knowledge bases and Dual Decoders EMNLP 2024 UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset ACL 2024 UNIWIZ: A Unified Large Language Model Orchestrated Wizard for Safe Knowledge Grounded Conversations ACL 2024 Beyond Candidates : Adaptive Dialogue Agent Utilizing Persona and Knowledge EMNLP 2023 Contextual Knowledge Learning for Dialogue Generation ACL 2023 cTBLS: Augmenting Large Language Models with Conversational Tables ACL 2023 Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models EMNLP 2023 Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning NeurIPS 2023 GRASUM at BioLaySumm Task 1: Background Knowledge Grounding for Readable, Relevant, and Factual Biomedical Lay Summaries ACL 2023 KNOW How to Make Up Your Mind! Adversarially Detecting and Alleviating Inconsistencies in Natural Language Explanations ACL 2023 KPT: Keyword-Guided Pre-training for Grounded Dialog Generation AAAI 2023 Multi-level Adaptive Contrastive Learning for Knowledge Internalization in Dialogue Generation EMNLP 2023 RHO: Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding ACL 2023 Search Augmented Instruction Learning EMNLP 2023 Towards Faithful Dialogues via Focus Learning ACL 2023 Well Begun is Half Done: Generator-agnostic Knowledge Pre-Selection for Knowledge-Grounded Dialogue EMNLP 2023 WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia EMNLP 2023