1 |
COMPARING SOLUTIONS TO THE LINKING PROBLEM USING AN INTEGRATED QUANTITATIVE FRAMEWORK OF LANGUAGE ACQUISITION
|
|
|
|
In: LANGUAGE, vol 95, iss 4 (2019)
|
|
BASE
|
|
Show details
|
|
3 |
The Database of Cross-Linguistic Colexifications, reproducible analysis of cross-linguistic polysemies ...
|
|
|
|
BASE
|
|
Show details
|
|
9 |
Computational models of changes in language use ...
|
|
|
|
Abstract:
There has been a large body of research on distributional models, which are computational models of word use. However, less research has explored diachronic distributional models, which predict changes in word use over time. In this dissertation, we expand upon this research in several ways. We propose several diachronic distributional models that, instead of having to break up the data into bins, represent time as a continuous variable. The first of these is a deep neural network that incorporates time via a feedforward network. The second is an RBF network that provides more interpretable information on how a word changes usage over time. We then propose several novel methods for evaluating diachronic distributional models. One is a pseudoword task where a model predicts synthetic changes in meaning. The other is a collection of tasks where a model predicts how a word changed senses over time. We then expand the scope of our analysis beyond diachronic distributional models. One direction we pursue is the ...
|
|
Keyword:
Computational linguistics; FOS Languages and literature; Linguistics; NLP
|
|
URL: https://repositories.lib.utexas.edu/handle/2152/85573 https://dx.doi.org/10.26153/tsw/12537
|
|
BASE
|
|
Hide details
|
|
11 |
Ancient Greek semantic change - annotated datasets and code ...
|
|
|
|
BASE
|
|
Show details
|
|
12 |
Ancient Greek semantic change - annotated datasets and code ...
|
|
|
|
BASE
|
|
Show details
|
|
13 |
An Affiliative Model of Early Lexical Learning ...
|
|
Tripp, Alayo. - : Digital Repository at the University of Maryland, 2019
|
|
BASE
|
|
Show details
|
|
14 |
Advancing and Validating Models of Cognitive Architecture ; 10th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)
|
|
|
|
BASE
|
|
Show details
|
|
15 |
Detecting linguistic change based on word co-occurrence patterns ; HistoInformatics 2017: International Workshop on Computational History 2017
|
|
|
|
BASE
|
|
Show details
|
|
16 |
Linguistic and Behaviour Interaction Analysis within Cognitive Infocommunications ; 10th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)
|
|
|
|
BASE
|
|
Show details
|
|
17 |
Nouns and Verbs in Professional Reporting of Extreme Events ; 10th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)
|
|
|
|
BASE
|
|
Show details
|
|
18 |
The Design and Implementation of AIDA: Ancient Inscription Database and Analytics System
|
|
|
|
In: Computer Science and Engineering: Theses, Dissertations, and Student Research (2019)
|
|
BASE
|
|
Show details
|
|
19 |
French schwa and gradient cumulativity
|
|
|
|
In: Joe Pater (2019)
|
|
BASE
|
|
Show details
|
|
20 |
Learning Reduplication with a Neural Network without Explicit Variables
|
|
|
|
In: Joe Pater (2019)
|
|
BASE
|
|
Show details
|
|
|
|