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Word Embeddings

Word embedding is the collective name for a set of language modeling and feature learning techniques in natural language processing (NLP) where words or phrases from the vocabulary are mapped to vectors of real numbers.

Techniques for learning word embeddings can include Word2Vec, GloVe, and other neural network-based approaches that train on an NLP task such as language modeling or document classification.

( Image credit: Dynamic Word Embedding for Evolving Semantic Discovery )

Papers

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Showing 351–400 of 4002 papers

TitleStatusHype
A Closer Look on Unsupervised Cross-lingual Word Embeddings Mapping—0
Regularization Advantages of Multilingual Neural Language Models for Low Resource Domains—0
Automated Preamble Detection in Dictated Medical Reports—0
A Multi-Domain Framework for Textual Similarity. A Case Study on Question-to-Question and Question-Answering Similarity Tasks—0
A Multidimensional Lexicon for Interpersonal Stancetaking—0
A Deep Content-Based Model for Persian Rumor Verification—0
Amrita\_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension—0
Amplifying the Range of News Stories with Creativity: Methods and their Evaluation, in Portuguese—0
Addressing the Challenges of Cross-Lingual Hate Speech Detection—0
A Classification-Based Approach to Cognate Detection Combining Orthographic and Semantic Similarity Information—0
A mostly unlexicalized model for recognizing textual entailment—0
Addressing Noise in Multidialectal Word Embeddings—0
Automated essay scoring with string kernels and word embeddings—0
Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen Languages—0
A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages—0
Text Classification Components for Detecting Descriptions and Names of CAD models—0
Automated Image Captioning for Rapid Prototyping and Resource Constrained Environments—0
Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach—0
Automated Scoring of Clinical Expressive Language Evaluation Tasks—0
Automatic Community Creation for Abstractive Spoken Conversations Summarization—0
AWE: Asymmetric Word Embedding for Textual Entailment—0
A Model of Zero-Shot Learning of Spoken Language Understanding—0
Amobee at SemEval-2018 Task 1: GRU Neural Network with a CNN Attention Mechanism for Sentiment Classification—0
Addressing Biases in the Texts using an End-to-End Pipeline Approach—0
Autoencoding Improves Pre-trained Word Embeddings—0
A Mixture Model for Learning Multi-Sense Word Embeddings—0
Artificial mental phenomena: Psychophysics as a framework to detect perception biases in AI models—0
Additional Shared Decoder on Siamese Multi-view Encoders for Learning Acoustic Word Embeddings—0
Artificial intelligence prediction of stock prices using social media—0
A semi-supervised model for Persian rumor verification based on content information—0
A Semi-universal Pipelined Approach to the CoNLL 2017 UD Shared Task—0
A Sense-Topic Model for Word Sense Induction with Unsupervised Data Enrichment—0
A Sequence Learning Method for Domain-Specific Entity Linking—0
A Short Survey of Pre-trained Language Models for Conversational AI-A NewAge in NLP—0
Addressing Low-Resource Scenarios with Character-aware Embeddings—0
A Chinese Writing Correction System for Learning Chinese as a Foreign Language—0
A Simple and Efficient Probabilistic Language model for Code-Mixed Text—0
A Morpho-Syntactically Informed LSTM-CRF Model for Named Entity Recognition—0
A Simple Disaster-Related Knowledge Base for Intelligent Agents—0
A Simple Fully Connected Network for Composing Word Embeddings from Characters—0
A Simple Language Model based on PMI Matrix Approximations—0
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings—0
A Simple Word Embedding Model for Lexical Substitution—0
Ask the GRU: Multi-Task Learning for Deep Text Recommendations—0
ASOBEK at SemEval-2016 Task 1: Sentence Representation with Character N-gram Embeddings for Semantic Textual Similarity—0
Article citation study: Context enhanced citation sentiment detection—0
Aspect-based Opinion Summarization with Convolutional Neural Networks—0
Aspect-Based Sentiment Analysis Using Bitmask Bidirectional Long Short Term Memory Networks—0
A multilabel approach to morphosyntactic probing—0
A Minimalist Approach to Shallow Discourse Parsing and Implicit Relation Recognition—0
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