The Machine Heart Column The Machine Heart Editorial Team The PreFLMR model is a general-purpose pre-trained multimodal knowledge retriever that can be used to build multimodal RAG applications. The model is based on the Fine-grained Late-interaction Multi-modal Retriever (FLMR) published at NeurIPS 2023 and has undergone model improvements and large-scale pre-training on M2KR. Paper link: … Read more
“Multimodal” refers to the ability to simultaneously process and understand various types of information or data. In the field of artificial intelligence, modality typically refers to the representation or perception of information, such as text, images, audio, and video. For example, humans perceive the world through multiple senses, including sight, hearing, and touch, which is … Read more
MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, with an audience that includes NLP graduate students, university professors, and corporate researchers.The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. … Read more
Source: ZHUAN ZHI This article is an introduction to a paper, suggested reading time is 5 minutes. This article discusses three important themes in the fields of graphics and vision: multimodal facial animation, multimodal human body animation, and multimodal digital human image construction, introducing their methodologies and representative works. Multimodal digital humans refer to realistic … Read more
Source: ZHUAN ZHI This article is a paper introduction, recommended reading time is 5 minutes. This review is the first comprehensive literature survey on multimodal composite retrieval, providing a timely supplement to existing multimodal fusion reviews. In the real world, information spans different modalities and is diverse. Understanding and utilizing various data types to improve … Read more
1 What Is Multimodal Discourse?1.1 What is discourse? Discourse is an important means for humans to convey information, which consists of language units that have communicative significance or contextual semantics.1.2 The forms of discourse can be either monomodal or multimodal. Here, mode refers to the patterns or methods of conveying information in discourse.1.3 The spoken … Read more
The Commentary Translation Study of Province Presenting Film from the Perspective of Multimodal Discourse Analysis——Taking Publicity Film of Presenting Hubei to the World as an Example LIU Bin,JIA Xue (University of South China,Hengyang 421001,China) Abstract: The researchers take Publicity Film of Presenting Hubei to the World as an example, guided by multimodal discourse analysis, to … Read more
Click the blue text Follow us Shen Xiangyang Chairman of the Board of Hong Kong University of Science and Technology, Foreign Member of the National Academy of Engineering, USA On September 28, the 4th “Youth Scientist 50² Forum” was held at Southern University of Science and Technology,Foreign Member of the National Academy of Engineering, USAShen … Read more
DeepSeek’s main features and comprehensive usage guide: A step-by-step tutorial to help you progress from a beginner to an AI expert. In the rapidly evolving field of artificial intelligence, new AI tools are emerging like mushrooms after rain, and DeepSeek is one of the most notable new stars. Since the release of DeepSeek-V3, it has … Read more
With the rise of DeepSeek, a mysterious “study guide” crafted by a team from Tsinghua University — “DeepSeek: From Beginner to Expert” — has also started to circulate online. In fact, this material is a professional document written by Dr. Yu Menglong’s postdoctoral team from the New Media Research Center of the School of Journalism … Read more