The Role of Foundation Models in Neuro-Symbolic Learning and Reasoning

2 February 2024

Papers citing "The Role of Foundation Models in Neuro-Symbolic Learning and Reasoning"

7 / 7 papers shown

Title
Can Large Language Models Act as Symbolic Reasoners? Rob Sullivan Nelly Elsayed ELM LRM 22 4 0 28 Oct 2024
A Theoretical Survey on Foundation Models Shi Fu Yuzhu Chen Yingjie Wang Dacheng Tao 18 0 0 15 Oct 2024
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
LAVIS: A Library for Language-Vision Intelligence Dongxu Li Junnan Li Hung Le Guangsen Wang Silvio Savarese S. Hoi VLM 98 51 0 15 Sep 2022
Neuro-Symbolic Learning of Answer Set Programs from Raw Data Daniel Cunnington Mark Law Jorge Lobo Alessandra Russo NAI 20 7 0 25 May 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 382 4,010 0 28 Jan 2022
Logic Tensor Networks Samy Badreddine Artur Garcez Luciano Serafini Michael Spranger NAI 70 196 0 25 Dec 2020