- Automatic Rule Extraction from Long Short Term Memory Networks. [arXiv]
- Deep Recurrent Neural Network for Protein Function Prediction from Sequence. [arXiv]
- Dialog Context Language Modeling with Recurrent Neural Networks. [arXiv]
- dna2vec: Consistent vector representations of variable-length k-mers. [arXiv] [code]
- Joint Semantic Synthesis and Morphological Analysis of the Derived Word. [arXiv]
- LanideNN: Multilingual Language Identification on Character Window. [arXiv] [code]
- Learning a Natural Language Interface with Neural Programmer. [arXiv] [tensorflow] ⭐
- Learning Arbitrary Potentials in CRFs with Gradient Descent. [arXiv]
- Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities. [arXiv]
- Neural Probabilistic Model for Non-projective MST Parsing. [arXiv]
- Outlier Detection for Text Data : An Extended Version. [arXiv]
- Question Answering through Transfer Learning from Large Fine-grained Supervision Data. [arXiv]
- Recurrent Recommender Networks. [pdf]
- Symbolic, Distributed and Distributional Representations for Natural Language Processing in the Era of Deep Learning: a Survey. [arXiv]
- Vector Embedding of Wikipedia Concepts and Entities. [arXiv] [code]
- VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem. [arXiv]