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 ...
While the Facebook BART-Large-Mnli model demonstrated strong accuracy, it struggled with neutral sentiment, suggesting areas for improvement. The study highlights university news as a valuable dataset for promoting equity and inclusivity in NLP tools, laying the foundation for fairer methodologies.Bin ...
Microsoft Research New York City (MSR NYC) is looking for multiple research interns in the areas of machine learning (ML), reinforcement learning (RL), and natural language processing (NLP) to collaborate with the members of the machine learning and reinforcement learning groups. We seek applicant...
Research internships are available in all areas of research, and are offered year-round, though they typically begin in the summer. We are looking for a computer vision Research Intern with expertise in deep learning techniques to help our devices compute better understanding of the user 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, ...
The more advanced individuals on these teams tend to specialize in areas like forecasting, NLP, computer vision, and social research. Others develop expertise in applying Bain’s own intellectual property and data-as-a-service products. Whatever your analytical application or tenure, one of these ...
The Audio and Acoustics Research Group has several openings in the areas of generative audio, artificial intelligence (AI) for audio, speech enhancement, spatial audio, and audio devices for communication and interaction. The group actively publishes… ...
Recent developments in hydrological modeling and biomass retrieval in complex mountain areas have heightened the need for accurate precipitation data at hi... Y Shi,L Song - 《Mountain Research & Development》 被引量: 12发表: 1994年 Comparison of Word-Based and Syllable-Based Retrieval for Tibetan...
The differentiation of contemporary approaches to qualitative data analysis can seem daunting even for experienced social science researchers. Especially when they move forward in the data analysis process from general analytical strategies used in qualitative research to more specific approaches for different...
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,多模态人工智...