← Resources & Methods
Natural Language Processing › Resources & Methods ›

Text Representation

2246 directly classified papers

Papers per year

Papers

hyperdoc2vec: Distributed Representations of Hypertext Documents ACL 2018
What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties ACL 2018
Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings ACL 2018
Addressing Noise in Multidialectal Word Embeddings ACL 2018
Marrying Universal Dependencies and Universal Morphology EMNLP 2018
Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions EMNLP 2018
Predicting Concreteness and Imageability of Words Within and Across Languages via Word Embeddings ACL 2018
Natural Language Inference with Definition Embedding Considering Context On the Fly ACL 2018
Corpus Specificity in LSA and Word2vec: The Role of Out-of-Domain Documents ACL 2018
Joint learning of frequency and word embeddings for multilingual readability assessment ACL 2018
On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data ACL 2018
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings ACL 2018
SciDTB: Discourse Dependency TreeBank for Scientific Abstracts ACL 2018
Bleaching Text: Abstract Features for Cross-lingual Gender Prediction ACL 2018
Praaline: An Open-Source System for Managing, Annotating, Visualising and Analysing Speech Corpora ACL 2018
Gromov-Wasserstein Alignment of Word Embedding Spaces EMNLP 2018
Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources EMNLP 2018
Disambiguated skip-gram model EMNLP 2018
An Annotated Corpus of Picture Stories Retold by Language Learners COLING 2018
Language-Dependent Melody Embeddings INTERSPEECH 2018
Real-Time Scoring of an Oral Reading Assessment on Mobile Devices INTERSPEECH 2018
Fast Derivation of Cross-lingual Document Vectors from Self-attentive Neural Machine Translation Model INTERSPEECH 2018
Butterfly Effects in Frame Semantic Parsing: impact of data processing on model ranking COLING 2018
Complementary Learning of Word Embeddings IJCAI 2018
TreeNet: Learning Sentence Representations with Unconstrained Tree Structure IJCAI 2018