Bayesian Method
Related Papers
A Bayesian Method for Robust Estimation of Distributional Similarities
Existing word similarity measures are not robust to data sparseness since they rely only on the point estimation of words’ context profiles obtained from a limited amount of data. This …...
Robust Measurement and Comparison of Context Similarity for Finding Translation Pairs
In cross-language information retrieval it is often important to align words that are similar in meaning in two corpora writ- ten in different languages. Previous re- search shows that using …...
Bayesian Checking for Topic Models
Real document collections do not fit the inde- pendence assumptions asserted by most statis- tical topic models, but how badly do they vi- olate them? We present a Bayesian method …...
Mapping Dialectal Variation by Querying Social Media
We propose a Bayesian method of esti- mating a conditional distribution of data given metadata (e.g., the usage of a di- alectal variant given a location) based on queries from …...
Improving Users’ Demographic Prediction via the Videos They Talk about
In this paper, we improve microblog users’ demographic prediction by fully utilizing their video related behaviors. First, we collect the describing words of currently popular videos, including video names, actor …...