← Learning Types
Deep Learning › Learning Types ›

Representation Learning

4516 directly classified papers

Papers per year

Papers

Amobee at IEST 2018: Transfer Learning from Language Models EMNLP 2018
Deep contextualized word representations for detecting sarcasm and irony EMNLP 2018
Knowledge Base Question Answering via Encoding of Complex Query Graphs EMNLP 2018
Neural Compositional Denotational Semantics for Question Answering EMNLP 2018
Modeling Coherence for Neural Machine Translation with Dynamic and Topic Caches COLING 2018
Refining Source Representations with Relation Networks for Neural Machine Translation COLING 2018
Neural Particle Smoothing for Sampling from Conditional Sequence Models NAACL 2018
Target Foresight Based Attention for Neural Machine Translation NAACL 2018
Context Sensitive Neural Lemmatization with Lematus NAACL 2018
Which Scores to Predict in Sentence Regression for Text Summarization? NAACL 2018
LSDSCC: a Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics NAACL 2018
Deep Contextualized Word Representations NAACL 2018
Neural Text Generation in Stories Using Entity Representations as Context NAACL 2018
Deep Dungeons and Dragons: Learning Character-Action Interactions from Role-Playing Game Transcripts NAACL 2018
Phrase-Level Metaphor Identification Using Distributed Representations of Word Meaning NAACL 2018
Predicting Brain Activation with WordNet Embeddings ACL 2018
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization ACL 2018
GNEG: Graph-Based Negative Sampling for word2vec 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
Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module ACL 2018
Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks ACL 2018
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation EMNLP 2017
Learning Translations via Matrix Completion EMNLP 2017
Idiom-Aware Compositional Distributed Semantics EMNLP 2017