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Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models.

, , , and . CoRR, (2024)

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New Attributed Graph Clustering by Bridging Attribute and Topology Spaces., , and . J. Inf. Process., (2020)Adaptive Node Embedding Propagation for Semi-supervised Classification., , , , and . ECML/PKDD (2), volume 12976 of Lecture Notes in Computer Science, page 417-433. Springer, (2021)Why Using Either Aggregated Features or Adjacency Lists in Directed or Undirected Graph? Empirical Study and Simple Classification Method., , and . CoRR, (2023)Controlling Internal Structure of Communities on Graph Generator., , , , and . ASONAM, page 937-940. IEEE, (2020)Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models., , , and . CoRR, (2024)Low-resource Interactive Active Labeling for Fine-tuning Language Models., , , , and . EMNLP (Findings), page 3230-3242. Association for Computational Linguistics, (2022)Effective Candidate Selection and Interpretable Interest Extraction for Follower Prediction on Social Media., , , and . WI/IAT, page 120-127. ACM, (2021)GenCAT: Generating Attributed Graphs with Controlled Relationships between Classes, Attributes, and Topology., , , and . CoRR, (2021)Benchmarking GNNs with GenCAT Workbench., , , and . ECML/PKDD (6), volume 13718 of Lecture Notes in Computer Science, page 607-611. Springer, (2022)Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs., , , and . NeurIPS, (2022)