A Review of Advances in Large Language and Vision Models for Robotic Manipulation: Techniques, Integrations, and Challenges. - Sajjad Hussain; Shwetangshu Biswas; Amandip Dutta; Md Saad; Almas Baimagambetov; Khizer Saeed; Nikolaos Polatidis (SN Comput. Sci., 2025)