Recent Advances in Generative AI and Large Language Models: Current
Status, Challenges, and Perspectives

Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives

20 July 2024

Danda B. Rawat

Papers citing "Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives"

16 / 16 papers shown

Title
Physical foundations for trustworthy medical imaging: a review for artificial intelligence researchers Miriam Cobo David Corral Fontecha Wilson Silva Lara Lloret Iglesias OOD MedIm AI4CE 29 0 0 28 Apr 2025
Retrospective: A CORDIC Based Configurable Activation Function for NN Applications Omkar Kokane Gopal Raut Salim Ullah Mukul Lokhande Adam Teman Akash Kumar Santosh Kumar Vishvakarma 48 0 0 18 Mar 2025
Ethical Concerns of Generative AI and Mitigation Strategies: A Systematic Mapping Study Yutan Huang Chetan Arora Wen Cheng Houng Tanjila Kanij Anuradha Madulgalla John C. Grundy 57 1 0 08 Jan 2025
Reducing Reasoning Costs: The Path of Optimization for Chain of Thought via Sparse Attention Mechanism Libo Wang LRM AI4CE 46 3 0 14 Nov 2024
Is Our Chatbot Telling Lies? Assessing Correctness of an LLM-based Dutch Support Chatbot Herman Lassche Michiel Overeem Ayushi Rastogi 40 0 0 29 Oct 2024
Enabling Novel Mission Operations and Interactions with ROSA: The Robot Operating System Agent Rob Royce Marcel Kaufmann Jonathan Becktor Sangwoo Moon Kalind Carpenter Kai Pak Amanda Towler Rohan Thakker Shehryar Khattak LM&Ro 29 2 0 09 Oct 2024
On the Limitations of Reference-Free Evaluations of Generated Text Daniel Deutsch Rotem Dror Dan Roth 27 44 0 22 Oct 2022
Git Re-Basin: Merging Models modulo Permutation Symmetries Samuel K. Ainsworth J. Hayase S. Srinivasa MoMe 239 313 0 11 Sep 2022
A survey of multimodal deep generative models Masahiro Suzuki Y. Matsuo SyDa DRL 43 75 0 05 Jul 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Mixture-of-Experts with Expert Choice Routing Yan-Quan Zhou Tao Lei Han-Chu Liu Nan Du Yanping Huang Vincent Zhao Andrew M. Dai Zhifeng Chen Quoc V. Le James Laudon MoE 147 323 0 18 Feb 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu Daya Guo Shuo Ren Junjie Huang Alexey Svyatkovskiy ... Nan Duan Neel Sundaresan Shao Kun Deng Shengyu Fu Shujie Liu ELM 190 853 0 09 Feb 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 249 1,982 0 28 Jul 2020
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
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018