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Representation Learning

4516 directly classified papers

Papers per year

Papers

Towards Dynamic Computation Graphs via Sparse Latent Structure EMNLP 2018
Exploiting Contextual Information via Dynamic Memory Network for Event Detection EMNLP 2018
Structured Alignment Networks for Matching Sentences EMNLP 2018
Content Selection in Deep Learning Models of Summarization EMNLP 2018
Learning Neural Representation for CLIR with Adversarial Framework EMNLP 2018
Gromov-Wasserstein Alignment of Word Embedding Spaces EMNLP 2018
Mixed Feelings: Natural Text Generation with Variable, Coexistent Affective Categories ACL 2018
On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data ACL 2018
Texar: A Modularized, Versatile, and Extensible Toolbox for Text Generation ACL 2018
Corpus Specificity in LSA and Word2vec: The Role of Out-of-Domain Documents ACL 2018
Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons ACL 2018
A Hybrid Learning Scheme for Chinese Word Embedding ACL 2018
Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing ACL 2018
Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization ACL 2018
WordNet Embeddings ACL 2018
Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation ACL 2018
Characters or Morphemes: How to Represent Words? ACL 2018
Learning Semantic Textual Similarity from Conversations ACL 2018
LSTMs Exploit Linguistic Attributes of Data ACL 2018
Learning Distributional Token Representations from Visual Features ACL 2018
Jointly Embedding Entities and Text with Distant Supervision ACL 2018
Predicting Concreteness and Imageability of Words Within and Across Languages via Word Embeddings ACL 2018
EmotionX-AR: CNN-DCNN autoencoder based Emotion Classifier ACL 2018
Visualizing Phoneme Category Adaptation in Deep Neural Networks INTERSPEECH 2018
Learning Semantic Concepts and Order for Image and Sentence Matching CVPR 2018