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Representation Learning

4516 directly classified papers

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Papers

Hierarchical Multi-label Classification of Text with Capsule Networks ACL 2019
Unsupervised Learning of Discourse-Aware Text Representation for Essay Scoring ACL 2019
Sentiment Classification Using Document Embeddings Trained with Cosine Similarity ACL 2019
Latent Structure Models for Natural Language Processing ACL 2019
Neural Word Decomposition Models for Abusive Language Detection ACL 2019
How to account for mispellings: Quantifying the benefit of character representations in neural content scoring models ACL 2019
Learning to combine Grammatical Error Corrections ACL 2019
Content Customization for Micro Learning using Human Augmented AI Techniques ACL 2019
Deep Contextualized Biomedical Abbreviation Expansion ACL 2019
Exploring Diachronic Changes of Biomedical Knowledge using Distributed Concept Representations ACL 2019
Second-order Co-occurrence Sensitivity of Skip-Gram with Negative Sampling ACL 2019
Faithful Multimodal Explanation for Visual Question Answering ACL 2019
Evaluating Recurrent Neural Network Explanations ACL 2019
What does Neural Bring? Analysing Improvements in Morphosyntactic Annotation and Lemmatisation of Slovenian, Croatian and Serbian ACL 2019
The Role of Protected Class Word Lists in Bias Identification of Contextualized Word Representations ACL 2019
Debiasing Embeddings for Reduced Gender Bias in Text Classification ACL 2019
BERT Masked Language Modeling for Co-reference Resolution ACL 2019
Look Again at the Syntax: Relational Graph Convolutional Network for Gendered Ambiguous Pronoun Resolution ACL 2019
Equalizing Gender Bias in Neural Machine Translation with Word Embeddings Techniques ACL 2019
Studying Semantic Chain Shifts with Word2Vec: FOOD>MEAT>FLESH ACL 2019
Identifying Temporal Trends Based on Perplexity and Clustering: Are We Looking at Language Change? ACL 2019
Using Word Embeddings to Examine Gender Bias in Dutch Newspapers, 1950-1990 ACL 2019
Tracing Antisemitic Language Through Diachronic Embedding Projections: France 1789-1914 ACL 2019
DiaHClust: an Iterative Hierarchical Clustering Approach for Identifying Stages in Language Change ACL 2019
Treat the Word As a Whole or Look Inside? Subword Embeddings Model Language Change and Typology ACL 2019