In recent years, the integration of vision and language understanding has led to significant advancements in artificial intelligence, particularly through Vision-Language Models (VLMs). However, existing VLMs face challenges in handling real-world applications with complex scenes and multiple objects, as...
Here, within an initiative called GenBench, we introduce a new framework to systematize and understand generalization research in an attempt to provide answers to the above questions. We present a generalization taxonomy, a meta-analysis of 543 papers presenting research on generalization in NLP, a ...
Episode 104 | January 29, 2020 - Dr. Jianfeng Gao is a veteran computer scientist, an IEEE Fellow and the current head of the Deep Learning Group at Microsoft Research. He and his team are exploring novel approaches to advancing the state-of-the-art on deep learning in areas like NLP, ...
Research Areas Foundation Models: LLMs/MLLMs General AI Fundamentals AI Agent NLP Speech Multimodal AI 微软亚洲研究院通用人工智能组专注于通用人工智能领域的理论、模型、算法和应用的研究和创新。目前主要的研究兴趣包括:大语言模型,多模态大语言模型,通用人工智能,通用智能体,自然语言处理,语音处理,多模态人工...
“XLNet will probably be an important tool for any NLP practitioner for a while…[it is] the latest cutting-edge technique in NLP.”–Keita Kurita, Carnegie Mellon University. What are future research areas? Extending XLNet to new areas, such as computer vision and reinforcement learning. ...
the Team conducts research in a range of areas including natural language processing (NLP), computer vision (CV), and speech recognition and generation. It boasts a robust international presence with labs and research facilities in China, Singapore, and the US. Leveraging substantial data and compu...
Damage to these areas causes distinct changes in speech: The lower motor neurons (cranial and spinal nerves, originating in brainstem and spinal cord, respectively) directly innervate speech musculature. Damage to lower motor neurons results in flaccid paralysis and reduced or absent reflexes in the ...
This study uncovers four distinct thematic clusters (academic integrity, learning environment, student engagement, and scholarly research) and highlights the predominant areas of focus in research related to ChatGPT in higher education, including student examinations, academic integrity, student learning, ...
Back to All Work Areas If you’re considering a job in data science, analytics, or research, do it at Bain. We’re a management consulting firm that advises other businesses on their toughest challenges. Everything we do relies on data. Join us and work with some of the most unique dat...
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models August 2, 2023 Research Focus: Week of July 31, 2023 July 19, 2023 Research Focus: Week of July 17, 2023 See all blog posts Research Areas Algorithms Artificial intelligence Security, privacy, and cryptography ...