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Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization

arXiv.org
Existing open-source multimodal large language models (MLLMs) generally follow a training process involving pre-training and supervised fine-tuning.
Weiyun Wang   +10 more
semanticscholar   +1 more source

CONTEXTUAL REWRITING IN AUTOMATED REASONING

Fundamenta Informaticae, 1995
Contextual rewriting as a generalization of conditional rewriting has been found in different forms in the papers whose major subject is not contextual rewriting. Here, we put the scattered information together and give it a systematic study.
openaire   +2 more sources

Automated reasoning

IEEE Potentials, 1992
D.P. Murphy, C.J. Merz
openaire   +2 more sources

LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks

arXiv.org
This paper introduces LongBench v2, a benchmark designed to assess the ability of LLMs to handle long-context problems requiring deep understanding and reasoning across real-world multitasks.
Yushi Bai   +11 more
semanticscholar   +1 more source

Vadalog: A modern architecture for automated reasoning with large knowledge graphs

Information Systems, 2020
Luigi Bellomarini   +3 more
semanticscholar   +1 more source

Automated Reasoning

The American Mathematical Monthly, 1985
openaire   +1 more source

Automated Reasoning Repair

Proceedings of the 24th ACM International Workshop on Formal Techniques for Java-like Programs, 2022
Amirfarhad Nilizadeh   +2 more
openaire   +1 more source

GraphScape: A Model for Automated Reasoning about Visualization Similarity and Sequencing

International Conference on Human Factors in Computing Systems, 2017
Younghoon Kim   +3 more
semanticscholar   +1 more source

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