230 citations · 256 across the 4 of their papers we have counts for
4 papers
Statistically significant detection of semantic shifts using contextual word embeddings
Yang Liu, Alan Medlar, Dorota Glowacka
Detecting lexical semantic change in smaller data sets, e.g. in historical linguistics and digital humanities, is challenging due to a lack of statistical power. This issue is exac…
Chinese Event Extraction Using DeepNeural Network with Word Embedding
Yandi Xia, Yang Liu
A lot of prior work on event extraction has exploited a variety of features to represent events. Such methods have several drawbacks: 1) the features are often specific for a parti…
Learning Natural Language Inference using Bidirectional LSTM model and Inner-Attention
Yang Liu, Chengjie Sun, Lei Lin +1
In this paper, we proposed a sentence encoding-based model for recognizing text entailment. In our approach, the encoding of sentence is a two-stage process. Firstly, average pooli…
The effect of linguistic constraints on the large scale organization of language
Madhav Krishna, Ahmed Hassan, Yang Liu +1
This paper studies the effect of linguistic constraints on the large scale organization of language. It describes the properties of linguistic networks built using texts of written…