MS-TR: A Morphologically enriched sentiment Treebank and recursive deep models for compositional semantics in Turkish
نویسندگان
چکیده
Recursive Deep Models have been used as powerful models to learn compositional representations of text for many natural language processing tasks. However, they require structured input (i.e. senti...
منابع مشابه
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
Semantic word spaces have been very useful but cannot express the meaning of longer phrases in a principled way. Further progress towards understanding compositionality in tasks such as sentiment detection requires richer supervised training and evaluation resources and more powerful models of composition. To remedy this, we introduce a Sentiment Treebank. It includes fine grained sentiment lab...
متن کاملSupplementary Material: Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
This supplementary material contains four sections. The first section details the design and methods we used to create the Sentiment Treebank. The second provides an analysis of how much this treebank helps performance on recursive models. The third section gives several examples of the data we performed the negation analysis on and the fourth shows the most negative/positive n-grams in the dev...
متن کاملDive deeper: Deep Semantics for Sentiment Analysis
This paper illustrates the use of deep semantic processing for sentiment analysis. Existing methods for sentiment analysis use supervised approaches which take into account all the subjective words and or phrases. Due to this, the fact that not all of these words and phrases actually contribute to the overall sentiment of the text is ignored. We propose an unsupervised rule-based approach using...
متن کاملCompositional Matrix-Space Models for Sentiment Analysis
We present a general learning-based approach for phrase-level sentiment analysis that adopts an ordinal sentiment scale and is explicitly compositional in nature. Thus, we can model the compositional effects required for accurate assignment of phrase-level sentiment. For example, combining an adverb (e.g., “very”) with a positive polar adjective (e.g., “good”) produces a phrase (“very good”) wi...
متن کاملpassivity in waiting for godot and endgame: a psychoanalytic reading
this study intends to investigate samuel beckett’s waiting for godot and endgame under the lacanian psychoanalysis. it begins by explaining the most important concepts of lacanian psychoanalysis. the beckettian characters are studied regarding their state of unconscious, and not the state of consciousness as is common in most beckett studies. according to lacan, language plays the sole role in ...
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: Cogent engineering
سال: 2021
ISSN: ['2331-1916']
DOI: https://doi.org/10.1080/23311916.2021.1893621