knowledge augmentation

Knowledge Augmentation Enhances Token Classification for Recipe Understanding EACL 2026 Knowledge-driven Augmentation and Retrieval for Integrative Temporal Adaptation ACL 2026 Multi-Hall-SA: A Cross-lingual Benchmark for Multi-Type Hallucination Detection in Low-Resource South African Languages EACL 2026 Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models AAAI 2025 Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration ACL 2025 Federated Retrieval Augmented Generation for Multi-Product Question Answering COLING 2025 Improving Multimodal Social Media Popularity Prediction via Selective Retrieval Knowledge Augmentation AAAI 2025 KAHAN: Knowledge-Augmented Hierarchical Analysis and Narration for Financial Data Narration EMNLP 2025 Knowledge-Augmented Multimodal Clinical Rationale Generation for Disease Diagnosis with Small Language Models ACL 2025 Knowledge-Augmented Question Error Correction for Chinese Question Answer System with QuestionRAG EMNLP 2025 LEKA: LLM-Enhanced Knowledge Augmentation IJCAI 2025 MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition EMNLP 2025 MuKA: Multimodal Knowledge Augmented Visual Information-Seeking COLING 2025 MyMy at SemEval-2025 Task 9: A Robust Knowledge-Augmented Data Approach for Reliable Food Hazard Detection SemEval 2025 PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation ACL 2025 Style Knowledge Graph: Augmenting Text Style Transfer with Knowledge Graphs COLING 2025 SubDocTrans: Enhancing Document-level Machine Translation with Plug-and-play Multi-granularity Knowledge Augmentation EMNLP 2025 BD-NLP at SemEval-2024 Task 2: Investigating Generative and Discriminative Models for Clinical Inference with Knowledge Augmentation SemEval 2024 Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey NAACL 2024 CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph ACL 2024 Contextualizing Argument Quality Assessment with Relevant Knowledge NAACL 2024 Efficient Medical Question Answering with Knowledge-Augmented Question Generation NAACL 2024 EM_Mixers at MEDIQA-CORR 2024: Knowledge-Enhanced Few-Shot In-Context Learning for Medical Error Detection and Correction NAACL 2024 Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering EMNLP 2024 Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs ACL 2024