knowledge enhancement

GenPoE: Generative Passage-level Mixture of Experts for Knowledge Enhancement of LLMs EMNLP 2025 Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework NAACL 2025 Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models IJCAI 2025 Knowledge-Enhanced Hierarchical Heterogeneous Graph for Personality Identification with Limited Training Data AAAI 2025 Knowledge Is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis AAAI 2025 VLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training EMNLP 2025 KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning COLING 2024 Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval CVPR 2024 Knowledge Enhanced Pre-training for Cross-lingual Dense Retrieval COLING 2024 Refining Visual Perception for Decoration Display: A Self-Enhanced Deep Captioning Model ACML 2024 Responding to the Call: Exploring Automatic Music Composition Using a Knowledge-Enhanced Model AAAI 2024 SCANNER: Knowledge-Enhanced Approach for Robust Multi-modal Named Entity Recognition of Unseen Entities NAACL 2024 An Empirical Investigation of Implicit and Explicit Knowledge-Enhanced Methods for Ad Hoc Dataset Retrieval EMNLP 2023 Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering ACL 2023 KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness EMNLP 2023 Samsung Research China - Beijing at SemEval-2023 Task 2: An AL-R Model for Multilingual Complex Named Entity Recognition SemEval 2023 Thrust: Adaptively Propels Large Language Models with External Knowledge NeurIPS 2023 JAKET: Joint Pre-training of Knowledge Graph and Language Understanding AAAI 2022 KC-ISA: An Implicit Sentiment Analysis Model Combining Knowledge Enhancement and Context Features COLING 2022 Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract) AAAI 2022 Learning to Improve Persona Consistency in Multi-party Dialogue Generation via Text Knowledge Enhancement COLING 2022 Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models ACL 2022 PINGAN_AI at SemEval-2022 Task 9: Recipe knowledge enhanced model applied in Competence-based Multimodal Question Answering SemEval 2022 Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement EMNLP 2022 Word Sense Disambiguation with Knowledge-Enhanced and Local Self-Attention-based Extractive Sense Comprehension COLING 2022