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Unleashing the Potential of Large Language Models as Prompt Optimizers: An Analogical Analysis with Gradient-based Model Optimizers.

, , , , , and . CoRR, (2024)

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Tweet Timeline Generation via Graph-Based Dynamic Greedy Clustering., , , , and . AIRS, volume 9460 of Lecture Notes in Computer Science, page 304-316. Springer, (2015)A time-aware trajectory embedding model for next-location recommendation., , , , , and . Knowl. Inf. Syst., 56 (3): 559-579 (2018)Mining collective knowledge: inferring functional labels from online review for business., , , , and . Knowl. Inf. Syst., 53 (3): 723-747 (2017)Bayesian Probabilistic Multi-Topic Matrix Factorization for Rating Prediction., , , and . IJCAI, page 3910-3916. IJCAI/AAAI Press, (2016)Supervised Hierarchical Cross-Modal Hashing., , , , , and . SIGIR, page 725-734. ACM, (2019)Data Augmented Sequential Recommendation Based on Counterfactual Thinking., , , , , , and . IEEE Trans. Knowl. Data Eng., 35 (9): 9181-9194 (September 2023)SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval., , , , , , , , , and 1 other author(s). CoRR, (2022)ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph., , , , and . CoRR, (2024)Personalized Inter-Task Contrastive Learning for CTR&CVR Joint Estimation., , , , , , and . CoRR, (2022)BASES: Large-scale Web Search User Simulation with Large Language Model based Agents., , , , , , , and . CoRR, (2024)