While NLU focuses on helping computers understand human language, NLG focuses on teaching computers to create it. NLG allows the computer to write or speak in natural language based on a specific set of data. Text-to-speech, for example, is an application of NLG. Language Processing and Optic...
LEARN MORE Related resources Conversational Analytics Glossary 20 min read Conversational Analytics Conversation Analytics 10 min read Conversational Analytics Natural Language Understanding 12 min read Conversational Analytics What is natural language generation (NLG)?
They are only able to provide answers in response to specific prompts, such as the original version of Moviefone, which had rudimentary natural language generation (NLG) capabilities. Because there is no machine learning or AI capability in rules-based NLP, this function is highly limited and ...
It is a technique used in Artificial Intelligence and Machine Learning. It is used to create automated software that helps understand human-spoken languages to extract useful information from the data. Techniques in NLP allow computer systems to process and interpret data in the form of natural ...
SimpleNLG_NL - Dutch surface realiser used for Natural Language Generation in Dutch, based on the SimpleNLG implementation for English and French. Alpino - Dependency parser for Dutch (also does PoS tagging and Lemmatisation). Kaldi NL - Dutch Speech Recognition models based on Kaldi. spaCy - ...
③参与NLP、NLU、NLG关键组件算法研究与实施。 ④参与研究开发NLU文本语料自动化采集工具和自动化标注工具。 ⑤参与建设训练疾病病理模型和NLU缓冲区。 ⑥负责智慧医疗或语义调度系统相关的自然语言处理任务及平台优化。 岗位要求: ①教育背景:自然语言处理、计算机科学、电子工程、数学或相关领域的本科或硕士及以上学历。
NLG Metrics BLEU: Range 0 to 1, based onPrecisions of n-gram. Short sentence tends to get high value, therefore length penalty. ROUGE: Based onRecall, 4 different methods: Rouge-L (longest common subsequence), Rouge-N (n-gram recall), Rouge-W (weighted longest common subsequence), Rouge...
Harness the full potential of AI for your business Sign up for newsletter Natural language refers to the way we, humans, communicate with each other. It is the most natural form of human communication with one another. Speakers and writers use various linguistic features, such as words, lexical...
Natural language processing (NLP) refers to the field of study that focuses on the interactions between human language and computers. It has recently gained much attention for analyzing human language computationally and has spread its applications for v
文本生成作为自然语言处理的一大子任务,具有众多的实际应用,包括标题生成、文本摘要、机器翻译、问答系统、对话系统等等。因此,EasyNLP也在逐步增加对文本生成子任务的支持,希望能够服务更多的NLP以及NLG算法开发者和研究者,也希望和社区一起推动NLG技术的发展和落地。