| Learning Natural Language Inference with LSTM | Dec 30, 2015 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Natural Language Inference by Tree-Based Convolution and Heuristic Matching | Dec 28, 2015 | Natural Language InferenceSentence | —Unverified | 0 |
| Communicating with sentences: A multi-word naming game model | Dec 28, 2015 | Sentence | —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 |
| SentiBench - a benchmark comparison of state-of-the-practice sentiment analysis methods | Dec 6, 2015 | ArticlesSentence | —Unverified | 0 |
| Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text | Dec 4, 2015 | Semantic ParsingSentence | CodeCode Available | 0 |
| Effective LSTMs for Target-Dependent Sentiment Classification | Dec 3, 2015 | Aspect-Based Sentiment Analysis (ABSA)General Classification | CodeCode Available | 0 |
| Learning Semantic Similarity for Very Short Texts | Dec 2, 2015 | Information RetrievalRetrieval | —Unverified | 0 |
| Sentence Boundary Detection for Social Media Text | Dec 1, 2015 | Boundary DetectionDocument Summarization | —Unverified | 0 |
| Analysis of Influence of L2 English Speakers' Fluency on Occurrence and Duration of Sentence-medial Pauses in English Readout Speech | Dec 1, 2015 | Language AcquisitionSentence | —Unverified | 0 |
| Sequence to Sequence - Video to Text | Dec 1, 2015 | Caption GenerationLanguage Modeling | —Unverified | 0 |
| Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question | Dec 1, 2015 | Question AnsweringSentence | —Unverified | 0 |
| Expressing an Image Stream with a Sequence of Natural Sentences | Dec 1, 2015 | Sentence | CodeCode Available | 0 |
| Learning Using 1-Local Membership Queries | Dec 1, 2015 | Machine TranslationSentence | —Unverified | 0 |
| Aspect-based Opinion Summarization with Convolutional Neural Networks | Nov 30, 2015 | Aspect ExtractionClassification | —Unverified | 0 |
| A C-LSTM Neural Network for Text Classification | Nov 27, 2015 | General ClassificationSentence | CodeCode Available | 0 |
| A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations | Nov 26, 2015 | Information RetrievalQuestion Answering | CodeCode Available | 0 |
| TGSum: Build Tweet Guided Multi-Document Summarization Dataset | Nov 26, 2015 | Document SummarizationInformativeness | —Unverified | 0 |
| Towards Universal Paraphrastic Sentence Embeddings | Nov 25, 2015 | General ClassificationSentence | —Unverified | 0 |
| Joint Word Representation Learning using a Corpus and a Semantic Lexicon | Nov 19, 2015 | Representation LearningSemantic Similarity | CodeCode Available | 0 |
| Good, Better, Best: Choosing Word Embedding Context | Nov 19, 2015 | Sentence | —Unverified | 0 |
