| 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 |
| Political Speech Generation | Jan 13, 2016 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| The scarcity of crossing dependencies: a direct outcome of a specific constraint? | Jan 13, 2016 | Sentence | —Unverified | 0 |
| Trans-gram, Fast Cross-lingual Word-embeddings | Jan 11, 2016 | Cross-Lingual Word EmbeddingsGeneral Classification | —Unverified | 0 |
| MSP-IMPROV: An Acted Corpus of Dyadic Interactions to Study Emotion Perception | Jan 7, 2016 | Sentence | —Unverified | 0 |
| Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling | Jan 7, 2016 | Natural Language UnderstandingSentence | —Unverified | 0 |
| Recurrent Memory Networks for Language Modeling | Jan 6, 2016 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Mutual Information and Diverse Decoding Improve Neural Machine Translation | Jan 4, 2016 | DiversityMachine Translation | CodeCode Available | 0 |
| Hybrid Approach for Single Text Document Summarization using Statistical and Sentiment Features | Jan 3, 2016 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Contrastive Entropy: A new evaluation metric for unnormalized language models | Jan 3, 2016 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| A Joint Model for Answer Sentence Ranking and Answer Extraction | Jan 1, 2016 | Information RetrievalQuestion Answering | —Unverified | 0 |
| Reassessing the Goals of Grammatical Error Correction: Fluency Instead of Grammaticality | Jan 1, 2016 | Grammatical Error CorrectionSentence | CodeCode Available | 0 |
| Optimizing Statistical Machine Translation for Text Simplification | Jan 1, 2016 | Machine TranslationSentence | CodeCode Available | 0 |
| Improving Question Classification by Feature Extraction and Selection | Jan 1, 2016 | Classificationfeature selection | —Unverified | 0 |
| Learning to Make Inferences in a Semantic Parsing Task | Jan 1, 2016 | Machine TranslationNatural Language Inference | —Unverified | 0 |
| Sparse Non-negative Matrix Language Modeling | Jan 1, 2016 | Automatic Speech Recognition (ASR)Language Modeling | —Unverified | 0 |
| Multi-lingual Dependency Parsing Evaluation: a Large-scale Analysis of Word Order Properties using Artificial Data | Jan 1, 2016 | Dependency ParsingSentence | —Unverified | 0 |
| Word Substitution in Short Answer Extraction: A WordNet-based Approach | Jan 1, 2016 | SentenceSentence Classification | —Unverified | 0 |
| Learning Natural Language Inference with LSTM | Dec 30, 2015 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Communicating with sentences: A multi-word naming game model | Dec 28, 2015 | Sentence | —Unverified | 0 |
| Natural Language Inference by Tree-Based Convolution and Heuristic Matching | Dec 28, 2015 | Natural Language InferenceSentence | —Unverified | 0 |
| The Improvement of Negative Sentences Translation in English-to-Korean Machine Translation | Dec 26, 2015 | Machine TranslationSentence | —Unverified | 0 |
| Backward and Forward Language Modeling for Constrained Sentence Generation | Dec 21, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Planning based Framework for Essay Generation | Dec 18, 2015 | Sentence | —Unverified | 0 |
| ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs | Dec 16, 2015 | Answer SelectionNatural Language Inference | CodeCode Available | 0 |
| Sentence Entailment in Compositional Distributional Semantics | Dec 14, 2015 | Sentence | —Unverified | 0 |