Probabilistic Verb Selection for Data-to-Text Generation
نویسندگان
چکیده
منابع مشابه
Probabilistic Approaches for Modeling Text Structure and their Application to Text-to-Text Generation (Invited Talk)
Text-to-text generation aims to produce a coherent text by extracting, combining and rewriting information given in input texts. Examples of its applications include summarization, answer fusion in question-answering and text simplification. At first glance, text-to-text generation seems a much easier task than the traditional generation set-up where the input consists of a non-linguistic repre...
متن کاملProbabilistic Approaches for Modeling Text Structure and their Application to Text-to-Text Generation
Since the early days of generation research, it has been acknowledged that modeling the global structure of a document is crucial for producing coherent, readable output. However, traditional knowledgeintensive approaches have been of limited utility in addressing this problem since they cannot be effectively scaled to operate in domain-independent, large-scale applications. Due to this difficu...
متن کاملa new approach to credibility premium for zero-inflated poisson models for panel data
هدف اصلی از این تحقیق به دست آوردن و مقایسه حق بیمه باورمندی در مدل های شمارشی گزارش نشده برای داده های طولی می باشد. در این تحقیق حق بیمه های پبش گویی بر اساس توابع ضرر مربع خطا و نمایی محاسبه شده و با هم مقایسه می شود. تمایل به گرفتن پاداش و جایزه یکی از دلایل مهم برای گزارش ندادن تصادفات می باشد و افراد برای استفاده از تخفیف اغلب از گزارش تصادفات با هزینه پائین خودداری می کنند، در این تحقیق ...
15 صفحه اولCollective Content Selection for Concept-to-Text Generation
A content selection component determines which information should be conveyed in the output of a natural language generation system. We present an efficient method for automatically learning content selection rules from a corpus and its related database. Our modeling framework treats content selection as a collective classification problem, thus allowing us to capture contextual dependencies be...
متن کاملWhen to Plummet and When to Soar: Corpus Based Verb Selection for Natural Language Generation
For data-to-text tasks in Natural Language Generation (NLG), researchers are often faced with choices about the right words to express phenomena seen in the data. One common phenomenon centers around the description of trends between two data points and selecting the appropriate verb to express both the direction and intensity of movement. Our research shows that rather than simply selecting th...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Transactions of the Association for Computational Linguistics
سال: 2018
ISSN: 2307-387X
DOI: 10.1162/tacl_a_00038