| 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 |
| 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 |
| Sequence to Sequence - Video to Text | Dec 1, 2015 | Caption GenerationLanguage Modeling | —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 |
| Learning Using 1-Local Membership Queries | Dec 1, 2015 | Machine TranslationSentence | —Unverified | 0 |
| Sentence Boundary Detection for Social Media Text | Dec 1, 2015 | Boundary DetectionDocument Summarization | —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 |
| Learning Deep Structure-Preserving Image-Text Embeddings | Nov 19, 2015 | Image RetrievalImage to text | —Unverified | 0 |
| Asymmetrically Weighted CCA And Hierarchical Kernel Sentence Embedding For Image & Text Retrieval | Nov 19, 2015 | Image-text RetrievalModel Selection | —Unverified | 0 |
| Good, Better, Best: Choosing Word Embedding Context | Nov 19, 2015 | Sentence | —Unverified | 0 |
| Joint Word Representation Learning using a Corpus and a Semantic Lexicon | Nov 19, 2015 | Representation LearningSemantic Similarity | CodeCode Available | 0 |
| Skip-Thought Memory Networks | Nov 19, 2015 | Question AnsweringSentence | —Unverified | 0 |
| Combining Neural Networks and Log-linear Models to Improve Relation Extraction | Nov 18, 2015 | RelationRelation Extraction | —Unverified | 0 |
| Enhancements in statistical spoken language translation by de-normalization of ASR results | Nov 18, 2015 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data | Nov 17, 2015 | Image CaptioningNovel Concepts | CodeCode Available | 0 |
| Document Context Language Models | Nov 12, 2015 | Sentence | CodeCode Available | 0 |
| Larger-Context Language Modelling | Nov 11, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
