| End-to-End Attention-based Large Vocabulary Speech Recognition | Aug 18, 2015 | Acoustic ModellingLanguage Modeling | CodeCode Available | 0 |
| Probabilistic Modelling of Morphologically Rich Languages | Aug 18, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Depth-Gated LSTM | Aug 16, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deep Graph Kernels | Aug 10, 2015 | Graph ClassificationLanguage Modeling | —Unverified | 0 |
| Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation | Aug 9, 2015 | FormLanguage Modeling | CodeCode Available | 0 |
| An End-to-End Neural Network for Polyphonic Piano Music Transcription | Aug 7, 2015 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Sublinear Partition Estimation | Aug 7, 2015 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Handwritten Text Recognition Results on the Bentham Collection with Improved Classical N-Gram-HMM methods | Aug 1, 2015 | Handwritten Text RecognitionLanguage Modeling | —Unverified | 0 |
| Discriminative Segmental Cascades for Feature-Rich Phone Recognition | Jul 22, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dependency Recurrent Neural Language Models for Sentence Completion | Jul 5, 2015 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Evaluating distributed word representations for capturing semantics of biomedical concepts | Jul 1, 2015 | ArticlesChunking | —Unverified | 0 |
| Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization | Jul 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Trans-dimensional Random Fields for Language Modeling | Jul 1, 2015 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Nonparametric Bayesian Double Articulation Analyzer for Direct Language Acquisition from Continuous Speech Signals | Jun 22, 2015 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Recognize Foreign Low-Frequency Words with Similar Pairs | Jun 16, 2015 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Author Identification using Multi-headed Recurrent Neural Networks | Jun 16, 2015 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Bayesian Model for Generative Transition-based Dependency Parsing | Jun 13, 2015 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| Modeling Order in Neural Word Embeddings at Scale | Jun 8, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Personalizing Universal Recurrent Neural Network Language Model with User Characteristic Features by Social Network Crowdsouring | Jun 3, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Hybrid Model for Enhancing Lexical Statistical Machine Translation (SMT) | Jun 3, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Sequence-to-Sequence Neural Net Models for Grapheme-to-Phoneme Conversion | May 31, 2015 | Grapheme-to-Phoneme ConversionImage Captioning | —Unverified | 0 |
| The IBM 2015 English Conversational Telephone Speech Recognition System | May 21, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Location Prediction of Social Images via Generative Model | May 15, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Models for Image Captioning: The Quirks and What Works | May 7, 2015 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Sequence to Sequence -- Video to Text | May 3, 2015 | Caption GenerationLanguage Modeling | CodeCode Available | 0 |
| Morphological Word-Embeddings | May 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Semi-Supervised Word Sense Disambiguation Using Word Embeddings in General and Specific Domains | May 1, 2015 | Language ModelingPOS | —Unverified | 0 |
| Multi-Target Machine Translation with Multi-Synchronous Context-free Grammars | May 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Code-Switching for Multilingual Historical Document Transcription | May 1, 2015 | Language IdentificationLanguage Modeling | —Unverified | 0 |
| When and why are log-linear models self-normalizing? | May 1, 2015 | Computational EfficiencyGeneralization Bounds | —Unverified | 0 |
| Deep Learning and Continuous Representations for Natural Language Processing | May 1, 2015 | Deep LearningInformation Retrieval | —Unverified | 0 |
| Fast and Accurate Preordering for SMT using Neural Networks | May 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| An Incremental Algorithm for Transition-based CCG Parsing | May 1, 2015 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Convolutional Neural Network for Paraphrase Identification | May 1, 2015 | ARCBinary Classification | CodeCode Available | 0 |
| Extractive Summarisation Based on Keyword Profile and Language Model | May 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Using Syntax-Based Machine Translation to Parse English into Abstract Meaning Representation | Apr 24, 2015 | Abstract Meaning RepresentationLanguage Modeling | —Unverified | 0 |
| Leveraging Twitter for Low-Resource Conversational Speech Language Modeling | Apr 9, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mining and discovering biographical information in Difangzhi with a language-model-based approach | Apr 8, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Bengali to Assamese Statistical Machine Translation using Moses (Corpus Based) | Apr 6, 2015 | DecoderLanguage Modeling | —Unverified | 0 |
| A Simple Way to Initialize Recurrent Networks of Rectified Linear Units | Apr 3, 2015 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| genCNN: A Convolutional Architecture for Word Sequence Prediction | Mar 17, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Knowledge-based Query Expansion in Real-Time Microblog Search | Mar 13, 2015 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Encoding Source Language with Convolutional Neural Network for Machine Translation | Mar 6, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A hypothesize-and-verify framework for Text Recognition using Deep Recurrent Neural Networks | Feb 26, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Topic Level Disambiguation for Weak Queries | Feb 17, 2015 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| A Linear Dynamical System Model for Text | Feb 13, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Phrase-based Image Captioning | Feb 12, 2015 | DescriptiveImage Captioning | —Unverified | 0 |
| Gated Feedback Recurrent Neural Networks | Feb 9, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Term Frequency Normalization for Multi-topical Documents, and Application to Language Modeling Approaches | Feb 8, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Beyond Word-based Language Model in Statistical Machine Translation | Feb 5, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |