| Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus | Mar 22, 2016 | Machine TranslationQuestion Generation | CodeCode Available | 0 |
| A graph kernel based on context vectors for extracting drug–drug interactions | Mar 21, 2016 | Drug–drug Interaction ExtractionSentence | —Unverified | 0 |
| Sentence Pair Scoring: Towards Unified Framework for Text Comprehension | Mar 19, 2016 | Natural Language InferenceReading Comprehension | CodeCode Available | 0 |
| Globally Normalized Transition-Based Neural Networks | Mar 19, 2016 | Dependency ParsingPart-Of-Speech Tagging | CodeCode Available | 0 |
| A Fast Unified Model for Parsing and Sentence Understanding | Mar 19, 2016 | Sentence | CodeCode Available | 0 |
| Tree-to-Sequence Attentional Neural Machine Translation | Mar 19, 2016 | DecoderMachine Translation | CodeCode Available | 0 |
| Readability-based Sentence Ranking for Evaluating Text Simplification | Mar 18, 2016 | ArticlesCross-corpus | CodeCode Available | 0 |
| Comparing Convolutional Neural Networks to Traditional Models for Slot Filling | Mar 16, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Multichannel Variable-Size Convolution for Sentence Classification | Mar 15, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations | Mar 14, 2016 | Dependency ParsingSentence | CodeCode Available | 0 |
| Joint Learning Templates and Slots for Event Schema Induction | Mar 4, 2016 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification | Mar 3, 2016 | General ClassificationSentence | —Unverified | 0 |
| Quantifying the vanishing gradient and long distance dependency problem in recursive neural networks and recursive LSTMs | Mar 1, 2016 | SentenceSentiment Analysis | —Unverified | 0 |
| Representation of linguistic form and function in recurrent neural networks | Feb 29, 2016 | FormLanguage Modeling | CodeCode Available | 0 |
| Measuring and Predicting Tag Importance for Image Retrieval | Feb 28, 2016 | Image RetrievalPrediction | —Unverified | 0 |
| Automated Word Prediction in Bangla Language Using Stochastic Language Models | Feb 25, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Automatically Proving Mathematical Theorems with Evolutionary Algorithms and Proof Assistants | Feb 24, 2016 | Evolutionary AlgorithmsSentence | CodeCode Available | 0 |
| Petrarch 2 : Petrarcher | Feb 23, 2016 | Sentence | —Unverified | 0 |
| Sentence Similarity Learning by Lexical Decomposition and Composition | Feb 23, 2016 | Paraphrase IdentificationQuestion Answering | CodeCode Available | 0 |
| Contextual LSTM (CLSTM) models for Large scale NLP tasks | Feb 19, 2016 | ArticlesParaphrase Generation | —Unverified | 0 |
| A Comprehensive Comparative Study of Word and Sentence Similarity Measures | Feb 17, 2016 | Information RetrievalQuestion Answering | —Unverified | 0 |
| Learning Distributed Representations of Sentences from Unlabelled Data | Feb 10, 2016 | Representation LearningSentence | CodeCode Available | 0 |
| Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing | Jan 22, 2016 | Open-Domain Question AnsweringParaphrase Generation | —Unverified | 0 |
| Improved Spoken Document Summarization with Coverage Modeling Techniques | Jan 20, 2016 | DiversityDocument Summarization | —Unverified | 0 |
| Graded Entailment for Compositional Distributional Semantics | Jan 19, 2016 | Lexical EntailmentSentence | —Unverified | 0 |
