Self-Supervised Learning is a popular research area in recent years. It aims to extract the inherent representation features of unlabeled data by designing auxiliary tasks as supervisory signals, thereby enhancing the model’s feature extraction capabilities. Today, let’s explore what self-supervised learning is! 01 What is Self-Supervised Learning? Machine learning can be classified into supervised learning, … Read more
April 26, 2023 System Launch On April 26, 2023, the China Patent Information Center (hereinafter referred to as the “Information Center”) officially launched the new generation patent machine translation system for the global market, aimed at helping domestic and foreign enterprises and intellectual property service organizations easily solve the challenges of multilingual patent document translation. … Read more
1. Tool Introduction Shenzhen Cloud Translation Technology Co., Ltd. was established in 2016, with wholly-owned subsidiaries Xiamen Cloud Translation Technology Co., Ltd. and Shanghai Cloud Translation Artificial Intelligence Co., Ltd. In December 2020, it successfully passed the national high-tech enterprise certification, entering the ranks of high-tech enterprises. Cloud Translation Technology focuses on artificial intelligence technology, … Read more
How to Use the DeepL Translation System 1. Tool Introduction DeepL is an AI startup based in Germany that focuses on providing translation services using artificial intelligence. DeepL Translator was launched in August 2017 by DeepL GmbH, a startup supported by Linguee, and it supports translations between Chinese, English, German, French, Japanese, Spanish, Italian, Dutch, … Read more
Source | Language Spring and Autumn Current machine translation technology can be divided into two categories: one is Rich Resource NMT, which refers to language pairs with abundant bilingual corpora (e.g., Chinese – English); the other is Low Resource NMT, which refers to language pairs lacking sufficient bilingual corpora (e.g., Chinese – Hebrew). Currently, machine … Read more
Follow the public account “ML_NLP“ Set as “Starred“, heavy content delivered to you first! Source: Deep Learning and NLP This resource organizes a large number of datasets for text classification, entity recognition & part-of-speech tagging, search matching, recommendation systems, coreference resolution, encyclopedia data, pre-trained word vectors or models, Chinese Cloze tests, and more. The content … Read more
This article is reprinted with permission from the WeChat official account Paper Weekly (ID: paperweekly). Paperweekly shares interesting papers in the field of natural language processing every week. Introduction Dialogue systems are currently a hot research topic and a hotspot for venture capital. Since early 2016, countless companies have been established to create chatbots, voice … Read more
Induction 1: Overgeneralization The speaker assumes that all similar situations will be the same based on one experience. This prevents the speaker from seeing the various possibilities and opportunities, and the speech conveys an “absolute” meaning. Example “He can never have a proper conversation with me.” The speaker may have drawn this sweeping negative conclusion … Read more
N Neuro refers to the nervous system, meaning how the brain influences people’s thinking processes through the nervous system. L Linguistic refers to language, which includes both verbal and non-verbal communication, indicating how people’s language and non-verbal cues influence the process from sensory signal input to meaning construction. P Programming refers to a set of … Read more
In daily life, when we encounter emotional troubles or face difficulties in relationships, we can try to use the Five-Step Reframing Method. Step 1: Describe the current dilemma. For example: “I cannot communicate well with my boyfriend/girlfriend.” Step 2: Rewrite the narrative. For instance: “So far, I have not been able to coexist harmoniously with … Read more