Resultado de búsqueda
Hace 22 horas · Don't Forget to Connect! Improving RAG with Graph-based Reranking. Retrieval Augmented Generation (RAG) has greatly improved the performance of Large Language Model (LLM) responses by grounding generation with context from existing documents. These systems work well when documents are clearly relevant to a question context.
7 de may. de 2024 · Talk Like a Graph: Encoding Graphs for Large Language Models (see blog post) Bahare Fatemi, Jonathan Halcrow, Bryan Perozzi. When Scaling Meets LLM Fine-Tuning: The Effect of Data, Model and Fine-Tuning Methods Biao Zhang, Zhongtao Liu, Colin Cherry, Orhan Firat
Hace 22 horas · Authors: Jialin Dong, Bahare Fatemi, Bryan Perozzi, Lin F. Yang, Anton Tsitsulin (Submitted on 28 May 2024) Abstract: Retrieval Augmented Generation (RAG) has greatly improved the performance of Large Language Model (LLM) responses by grounding generation with context from existing documents.
2 de may. de 2024 · Abstract. Representation learning has been instrumental in the success of machine learning, offering compact and performant data representations for diverse downstream tasks. In the spatial domain, it has been pivotal in extracting latent patterns from various data types, including points, polylines, polygons, and networked structures.
10 de may. de 2024 · [25] Bahare Fatemi, Jonathan Halcrow, and Bryan Perozzi. Talk like a graph: Encoding graphs for large language models. In The Twelfth International Conference on Learning Representations, 2024. [26] Jianan Zhao, Le Zhuo, Yikang Shen, Meng Qu, Kai Liu, Michael Bronstein, Zhaocheng Zhu, and Jian Tang. Graphtext: Graph reasoning in text ...
17 de may. de 2024 · Abu-El-Haija et al. (2019) Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Nazanin Alipourfard, Kristina Lerman, Hrayr Harutyunyan, Greg Ver Steeg, and Aram Galstyan. 2019. Mixhop: Higher-order graph convolutional architectures via sparsified neighborhood mixing. In international conference on machine learning, pages 21–29. PMLR.
9 de may. de 2024 · Bryan Bozzi, Charles Leclerc’s new Ferrari race engineer. With a completely unexpected announcement, Scuderia Ferrari communicates the end of Xavi Marcos’s experience as Charles Leclerc’s track engineer. After years, in fact, the Monegasque driver’s track engineer will be replaced in a completely unexpected way.
