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02/27/2023
LLaMA: Open and Efficient Foundation Language Models
We introduce LLaMA, a collection of foundation language models ranging f...
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10/21/2022
Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs
The formalization of existing mathematical proofs is a notoriously diffi...
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05/23/2022
HyperTree Proof Search for Neural Theorem Proving
We propose an online training procedure for a transformer-based automate...
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04/10/2020
Tensor Decompositions for temporal knowledge base completion
Most algorithms for representation learning and link prediction in relat...
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03/28/2019
PyTorch-BigGraph: A Large-scale Graph Embedding System
Graph embedding methods produce unsupervised node features from graphs t...
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06/19/2018
Canonical Tensor Decomposition for Knowledge Base Completion
The problem of Knowledge Base Completion can be framed as a 3rd-order bi...
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11/01/2016