| Deep Visual Analogy-Making | Dec 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LSTM Neural Reordering Feature for Statistical Machine Translation | Dec 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Regularizing RNNs by Stabilizing Activations | Nov 26, 2015 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Spoken Language Translation for Polish | Nov 24, 2015 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| DenseCap: Fully Convolutional Localization Networks for Dense Captioning | Nov 24, 2015 | Dense CaptioningImage Captioning | CodeCode Available | 0 |
| BlackOut: Speeding up Recurrent Neural Network Language Models With Very Large Vocabularies | Nov 21, 2015 | CPULanguage Modeling | CodeCode Available | 0 |
| Stories in the Eye: Contextual Visual Interactions for Efficient Video to Language Translation | Nov 20, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Neural Machine Translation Models with Monolingual Data | Nov 20, 2015 | Cross-Lingual Bitext MiningDecoder | CodeCode Available | 1 |
| Alternative structures for character-level RNNs | Nov 19, 2015 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Task Loss Estimation for Sequence Prediction | Nov 19, 2015 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Order Matters: Sequence to sequence for sets | Nov 19, 2015 | Language Modeling | CodeCode Available | 3 |
| Generating Sentences from a Continuous Space | Nov 19, 2015 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Recurrent Neural Networks Hardware Implementation on FPGA | Nov 17, 2015 | CPULanguage Modeling | CodeCode Available | 0 |
| Learning Articulated Motion Models from Visual and Lingual Signals | Nov 17, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| An Exploration of Softmax Alternatives Belonging to the Spherical Loss Family | Nov 16, 2015 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Oracle performance for visual captioning | Nov 14, 2015 | Image CaptioningLanguage Modeling | CodeCode Available | 0 |
| Grounding of Textual Phrases in Images by Reconstruction | Nov 12, 2015 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Larger-Context Language Modelling | Nov 11, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Visual Language Modeling on CNN Image Representations | Nov 9, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multinomial Loss on Held-out Data for the Sparse Non-negative Matrix Language Model | Nov 5, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mining Local Gazetteers of Literary Chinese with CRF and Pattern based Methods for Biographical Information in Chinese History | Nov 4, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Semi-supervised Sequence Learning | Nov 4, 2015 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| adaQN: An Adaptive Quasi-Newton Algorithm for Training RNNs | Nov 4, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Attention with Intention for a Neural Network Conversation Model | Oct 29, 2015 | DecoderLanguage Modeling | —Unverified | 0 |
| A language model based approach towards large scale and lightweight language identification systems | Oct 13, 2015 | Language IdentificationLanguage Modeling | —Unverified | 0 |
| Feedforward Sequential Memory Neural Networks without Recurrent Feedback | Oct 9, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Segmentation | Oct 6, 2015 | ClusteringLanguage Modeling | —Unverified | 0 |
| Parameterized Neural Network Language Models for Information Retrieval | Oct 6, 2015 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| SentiCap: Generating Image Descriptions with Sentiments | Oct 6, 2015 | Decision MakingDescriptive | —Unverified | 0 |
| 以語言模型判斷學習者文句流暢度(Analyzing Learners `Writing Fluency Based on Language Model)[In Chinese] | Oct 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| An Improved Hierarchical Word Sequence Language Model Using Directional Information | Oct 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Distant-supervised Language Model for Detecting Emotional Upsurge on Twitter | Oct 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Neural Network Language Model for Chinese Pinyin Input Method Engine | Oct 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Measuring Popularity of Machine-Generated Sentences Using Term Count, Document Frequency, and Dependency Language Model | Oct 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Real-Time Statistical Speech Translation | Sep 30, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Noise-Robust ASR for the third 'CHiME' Challenge Exploiting Time-Frequency Masking based Multi-Channel Speech Enhancement and Recurrent Neural Network | Sep 24, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Noise Robust IOA/CAS Speech Separation and Recognition System For The Third 'CHIME' Challenge | Sep 21, 2015 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Telugu OCR Framework using Deep Learning | Sep 20, 2015 | Deep LearningGeneral Classification | —Unverified | 0 |
| Unsupervised Discovery of Linguistic Structure Including Two-level Acoustic Patterns Using Three Cascaded Stages of Iterative Optimization | Sep 7, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Feature Extraction for Native Language Identification Using Language Modeling | Sep 1, 2015 | Language IdentificationLanguage Modeling | —Unverified | 0 |
| An LDA-based Topic Selection Approach to Language Model Adaptation for Handwritten Text Recognition | Sep 1, 2015 | Domain AdaptationHandwritten Text Recognition | —Unverified | 0 |
| Compact, Efficient and Unlimited Capacity: Language Modeling with Compressed Suffix Trees | Sep 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Morphological Analysis for Unsegmented Languages using Recurrent Neural Network Language Model | Sep 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Script Induction as Language Modeling | Sep 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Character-Aware Neural Language Models | Aug 26, 2015 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Auto-Sizing Neural Networks: With Applications to n-gram Language Models | Aug 20, 2015 | DecoderLanguage Modeling | —Unverified | 0 |
| Probabilistic Modelling of Morphologically Rich Languages | Aug 18, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| End-to-End Attention-based Large Vocabulary Speech Recognition | Aug 18, 2015 | Acoustic ModellingLanguage Modeling | CodeCode Available | 0 |
| Depth-Gated LSTM | Aug 16, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deep Graph Kernels | Aug 10, 2015 | Graph ClassificationLanguage Modeling | —Unverified | 0 |