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Representation Learning

4516 directly classified papers

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Papers

Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data EMNLP 2018
Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints EMNLP 2018
Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity EMNLP 2018
Exploiting Deep Representations for Neural Machine Translation EMNLP 2018
Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures EMNLP 2018
NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation EMNLP 2018
Spherical Latent Spaces for Stable Variational Autoencoders EMNLP 2018
Multi-Task Label Embedding for Text Classification EMNLP 2018
Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models EMNLP 2018
The Importance of Being Recurrent for Modeling Hierarchical Structure EMNLP 2018
Learning Gender-Neutral Word Embeddings EMNLP 2018
Similarity-Based Reconstruction Loss for Meaning Representation EMNLP 2018
Grammar Induction with Neural Language Models: An Unusual Replication EMNLP 2018
An Interactive Web-Interface for Visualizing the Inner Workings of the Question Answering LSTM EMNLP 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing EMNLP 2018
OpenKE: An Open Toolkit for Knowledge Embedding EMNLP 2018
Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks EMNLP 2018
An Operation Sequence Model for Explainable Neural Machine Translation EMNLP 2018
What do RNN Language Models Learn about Filler–Gap Dependencies? EMNLP 2018
Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items EMNLP 2018
Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models EMNLP 2018
Explicitly modeling case improves neural dependency parsing EMNLP 2018
Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis EMNLP 2018
Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model EMNLP 2018
Debugging Sequence-to-Sequence Models with Seq2Seq-Vis EMNLP 2018