| Skip-Thought Memory Networks | Nov 19, 2015 | Question AnsweringSentence | —Unverified | 0 |
| Learning Deep Structure-Preserving Image-Text Embeddings | Nov 19, 2015 | Image RetrievalImage to text | —Unverified | 0 |
| Generating Sentences from a Continuous Space | Nov 19, 2015 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Asymmetrically Weighted CCA And Hierarchical Kernel Sentence Embedding For Image & Text Retrieval | Nov 19, 2015 | Image-text RetrievalModel Selection | —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 |
| From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge | Nov 10, 2015 | image-sentence alignmentSentence | —Unverified | 0 |
| A disembodied developmental robotic agent called Samu Bátfai | Nov 9, 2015 | Q-LearningReinforcement Learning | CodeCode Available | 0 |
| Review-Level Sentiment Classification with Sentence-Level Polarity Correction | Nov 7, 2015 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Top-down Tree Long Short-Term Memory Networks | Oct 31, 2015 | Dependency ParsingReranking | CodeCode Available | 0 |
| Generating Text with Deep Reinforcement Learning | Oct 30, 2015 | DecoderDeep Reinforcement Learning | —Unverified | 0 |
| Fast k-best Sentence Compression | Oct 28, 2015 | SentenceSentence Compression | —Unverified | 0 |
| Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks | Oct 26, 2015 | SentenceVideo Captioning | —Unverified | 0 |
| Noisy-parallel and comparable corpora filtering methodology for the extraction of bi-lingual equivalent data at sentence level | Oct 15, 2015 | Machine TranslationPosition | —Unverified | 0 |
| A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification | Oct 13, 2015 | General ClassificationSensitivity | CodeCode Available | 0 |
| Assisting Composition of Email Responses: a Topic Prediction Approach | Oct 7, 2015 | Sentence | —Unverified | 0 |
| Language Segmentation | Oct 6, 2015 | ClusteringLanguage Modeling | —Unverified | 0 |
| Dependency parsing for Chinese long sentence: A second-stage main structure parsing method | Oct 1, 2015 | Dependency ParsingSentence | —Unverified | 0 |
| Discourse Relation Recognition by Comparing Various Units of Sentence Expression with Recursive Neural Network | Oct 1, 2015 | RelationSentence | —Unverified | 0 |
| RealText-asg: A Model to Present Answers Utilizing the Linguistic Structure of Source Question | Oct 1, 2015 | Question AnsweringSentence | —Unverified | 0 |
| Methods and Tool for Constructing Phonetically-Balanced Materials for Speech Perception Testing: A Development of Thai Sentence-Length Materials | Oct 1, 2015 | Sentence | —Unverified | 0 |
| Automatic conversion of sentence-end expressions for utterance characterization of dialogue systems | Oct 1, 2015 | Sentence | —Unverified | 0 |
