The Curious Case of Nonverbal Abstract Reasoning with Multi-Modal Large
Language Models

The Curious Case of Nonverbal Abstract Reasoning with Multi-Modal Large Language Models

22 January 2024

Fred Morstatter

Papers citing "The Curious Case of Nonverbal Abstract Reasoning with Multi-Modal Large Language Models"

11 / 11 papers shown

Title
On Data Synthesis and Post-training for Visual Abstract Reasoning Ke Zhu Y. Wang Jiangjiang Liu Qunyi Xie Shanshan Liu Gang Zhang SyDa LRM 40 0 0 02 Apr 2025
Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty? Giacomo Camposampiero Michael Hersche Roger Wattenhofer A. Sebastian Abbas Rahimi LRM 48 1 0 14 Mar 2025
ReMI: A Dataset for Reasoning with Multiple Images Mehran Kazemi Nishanth Dikkala Ankit Anand Petar Dević Ishita Dasgupta ... Bahare Fatemi Pranjal Awasthi Dee Guo Sreenivas Gollapudi Ahmed Qureshi LRM VLM 34 13 0 13 Jun 2024
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning Yifan Jiang Jiarui Zhang Kexuan Sun Zhivar Sourati Kian Ahrabian Kaixin Ma Filip Ilievski Jay Pujara LRM 32 12 0 21 Apr 2024
How Far Are We from Intelligent Visual Deductive Reasoning? Yizhe Zhang Richard He Bai Ruixiang Zhang Jiatao Gu Shuangfei Zhai J. Susskind Navdeep Jaitly ReLM LRM 36 12 0 07 Mar 2024
Exploring Perceptual Limitation of Multimodal Large Language Models Jiarui Zhang Jinyi Hu Mahyar Khayatkhoei Filip Ilievski Maosong Sun LRM 24 10 0 12 Feb 2024
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 212 2,232 0 22 Mar 2023
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
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 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 388 4,010 0 28 Jan 2022
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 226 4,424 0 23 Jan 2020