Evaluative Language Beyond Bags of Words: Linguistic Insights and Computational Applications

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Evaluative Language Beyond Bags of Words: Linguistic Insights and Computational Applications

The study of evaluation, affect, and subjectivity is a multidisciplinary enterprise, including sociology, psychology, economics, linguistics, and computer science. A number of excellent computational linguistics and linguistic surveys of the field exist. Most surveys, however, do not bring the two disciplines together to show how methods from linguistics can benefit computational sentiment anal...

متن کامل

The neurobiology of language beyond single words.

A hallmark of human language is that we combine lexical building blocks retrieved from memory in endless new ways. This combinatorial aspect of language is referred to as unification. Here we focus on the neurobiological infrastructure for syntactic and semantic unification. Unification is characterized by a high-speed temporal profile including both prediction and integration of retrieved lexi...

متن کامل

Last Words: Natural Language Processing and Linguistic Fieldwork

March 2009 marked an important milestone: the First International Conference on Language Documentation and Conservation, held at the University of Hawai‘i.1 The scale of the event was striking, with five parallel tracks running over three days. The organizers coped magnificently with three times the expected participation (over 300). The buzz among the participants was that we were at the start...

متن کامل

Words: Evaluative, Emotional, Colourful, Musical!

of the talk Beyond literal meaning, words have associations with sentiment, emotion, colour, and even music. Identifying such associations is of substantial benefit for information visualization, data sonification, and sentiment analysis, which in turn have applications in commerce, education, art, and health. I will present methods to generate highcoverage resources that capture such associati...

متن کامل

Bag of Words Meets Bags of Popcorn

‘ This problem is selected from one of the Kaggle’s competitions [2]. In this problem, we dig a little ”deeper” into sentiment analysis. Word2Vec is a deep-learning inspired method that focuses on the meaning of words. Word2Vec [3] attempts to understand meaning and semantic relationships among words. It works in a way that is similar to deep approaches, such as recurrent neural nets or deep ne...

متن کامل

ذخیره 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: Computational Linguistics

سال: 2017

ISSN: 0891-2017,1530-9312

DOI: 10.1162/coli_a_00278