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Representation Learning

4516 directly classified papers

Papers per year

Papers

Are we there yet? Encoder-decoder neural networks as cognitive models of English past tense inflection ACL 2019
Towards Language Agnostic Universal Representations ACL 2019
Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning ACL 2019
Hubless Nearest Neighbor Search for Bilingual Lexicon Induction ACL 2019
Multi-Relational Script Learning for Discourse Relations ACL 2019
Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning ACL 2019
Embedding Time Expressions for Deep Temporal Ordering Models ACL 2019
Language Modeling with Shared Grammar ACL 2019
DisSent: Learning Sentence Representations from Explicit Discourse Relations ACL 2019
Latent Variable Sentiment Grammar ACL 2019
Context-aware Embedding for Targeted Aspect-based Sentiment Analysis ACL 2019
An Empirical Study of Span Representations in Argumentation Structure Parsing ACL 2019
Morphological Irregularity Correlates with Frequency ACL 2019
How to Best Use Syntax in Semantic Role Labelling ACL 2019
A Prism Module for Semantic Disentanglement in Name Entity Recognition ACL 2019
Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming ACL 2019
Empirical Linguistic Study of Sentence Embeddings ACL 2019
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings ACL 2019
Merge and Label: A Novel Neural Network Architecture for Nested NER ACL 2019
Automated Chess Commentator Powered by Neural Chess Engine ACL 2019
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification ACL 2019
Towards Incremental Learning of Word Embeddings Using Context Informativeness ACL 2019
Reducing Gender Bias in Word-Level Language Models with a Gender-Equalizing Loss Function ACL 2019
Automatic Generation of Personalized Comment Based on User Profile ACL 2019
Investigating Political Herd Mentality: A Community Sentiment Based Approach ACL 2019