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Papers
Hierarchical Inter-Attention Network for Document Classification with Multi-Task Learning
IJCAI 2019
Hierarchical Optimal Transport for Document Representation
NeurIPS 2019
Label-Specific Document Representation for Multi-Label Text Classification
EMNLP 2019
Low-Rank Approximations of Second-Order Document Representations
CoNLL 2019
Text Similarity Estimation Based on Word Embeddings and Matrix Norms for Targeted Marketing
NAACL 2019
Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors
ACL 2019
A Document Descriptor using Covariance of Word Vectors
ACL 2018
Deep Dirichlet Multinomial Regression
NAACL 2018
Early Text Classification Using Multi-Resolution Concept Representations
NAACL 2018
hyperdoc2vec: Distributed Representations of Hypertext Documents
ACL 2018
Iterative Document Representation Learning Towards Summarization with Polishing
EMNLP 2018
Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction
COLING 2018
Neural Document Summarization by Jointly Learning to Score and Select Sentences
ACL 2018
Stance Detection with Hierarchical Attention Network
COLING 2018
The Role of Emotions in Native Language Identification
EMNLP 2018
Topic Compositional Neural Language Model
AISTATS 2018
Derivation of Document Vectors from Adaptation of LSTM Language Model
EACL 2017
Grouping business news stories based on salience of named entities
EACL 2017
Learning User Embeddings from Emails
EACL 2017
Multivariate Gaussian Document Representation from Word Embeddings for Text Categorization
EACL 2017
Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations
Interspeech 2017
An Unsupervised Multi-Document Summarization Framework Based on Neural Document Model
COLING 2016
Automatic Labelling of Topics with Neural Embeddings
COLING 2016
Deceptive Opinion Spam Detection Using Neural Network
COLING 2016
Deep Stacked Autoencoders for Spoken Language Understanding
Interspeech 2016