knowledge fusion

Debate over Mixed-knowledge: A Robust Multi-Agent Reasoning Framework for Incomplete Knowledge Graph Question Answering AAAI 2026 Graph-to-Frame RAG: Visual-Space Knowledge Fusion for Training-Free and Auditable Video Reasoning CVPR 2026 IE-SRGS: An Internal-External Knowledge Fusion Framework for High-Fidelity 3D Gaussian Splatting Super-Resolution AAAI 2026 AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning EMNLP 2025 Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering CVPR 2025 FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging EMNLP 2025 FuseChat: Knowledge Fusion of Chat Models EMNLP 2025 Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor CVPR 2025 Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations EMNLP 2025 Investigating Language Preference of Multilingual RAG Systems ACL 2025 Recurrent Knowledge Identification and Fusion for Language Model Continual Learning ACL 2025 SheffieldGATE at SemEval-2025 Task 2: Multi-Stage Reasoning with Knowledge Fusion for Entity Translation SemEval 2025 Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding ICML 2025 To See a World in a Spark of Neuron: Disentangling Multi-Task Interference for Training-Free Model Merging EMNLP 2025 Direct May Not Be the Best: An Incremental Evolution View of Pose Generation AAAI 2024 Knowledge Fusion By Evolving Weights of Language Models ACL 2024 Knowledge Fusion of Large Language Models ICLR 2024 Suitable is the Best: Task-Oriented Knowledge Fusion in Vulnerability Detection NeurIPS 2024 A Cognitive Stimulation Dialogue System with Multi-source Knowledge Fusion for Elders with Cognitive Impairment ACL 2023 An Effective and Efficient Time-aware Entity Alignment Framework via Two-aspect Three-view Label Propagation IJCAI 2023 An Empirical Study on Multiple Knowledge from ChatGPT for Emotion Recognition in Conversations EMNLP 2023 Dataless Knowledge Fusion by Merging Weights of Language Models ICLR 2023 DKAF: KB Arbitration for Learning Task-Oriented Dialog Systems with Dialog-KB Inconsistencies ACL 2023 Merging Generated and Retrieved Knowledge for Open-Domain QA EMNLP 2023 An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks EMNLP 2022