| 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 |
| Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond | Feb 19, 2016 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| 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 |
| Word Substitution in Short Answer Extraction: A WordNet-based Approach | Jan 1, 2016 | SentenceSentence Classification | —Unverified | 0 |
| Improving Question Classification by Feature Extraction and Selection | Jan 1, 2016 | Classificationfeature selection | —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 |
| Sparse Non-negative Matrix Language Modeling | Jan 1, 2016 | Automatic Speech Recognition (ASR)Language Modeling | —Unverified | 0 |
| Learning to Make Inferences in a Semantic Parsing Task | Jan 1, 2016 | Machine TranslationNatural Language Inference | —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 |
| A Joint Model for Answer Sentence Ranking and Answer Extraction | Jan 1, 2016 | Information RetrievalQuestion Answering | —Unverified | 0 |