nlp/com.londogard.nlp.embeddings.sentence

Package com.londogard.nlp.embeddings.sentence

NLP currently supports two types of sentence embeddings, namely:

AverageSentenceEmbeddings
USifSentenceEmbeddings

Implementation of Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline

Types

AverageSentenceEmbeddings

public final class AverageSentenceEmbeddings implements SentenceEmbeddings

Simply applies the average of vectors in sentence to build the sentence embedding.

SentenceEmbeddings

public interface SentenceEmbeddings

USifSentenceEmbeddings

public final class USifSentenceEmbeddings implements SentenceEmbeddings

This implementation is based on the paper: Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline (https://www.aclweb.org/anthology/W18-3012/)