| 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 |
| Automatic conversion of sentence-end expressions for utterance characterization of dialogue systems | Oct 1, 2015 | Sentence | —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 |
| 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 |
| RealText-asg: A Model to Present Answers Utilizing the Linguistic Structure of Source Question | Oct 1, 2015 | Question AnsweringSentence | —Unverified | 0 |
| A Sentence Meaning Based Alignment Method for Parallel Text Corpora Preparation | Sep 30, 2015 | Machine TranslationPosition | —Unverified | 0 |
| Neural-based machine translation for medical text domain. Based on European Medicines Agency leaflet texts | Sep 29, 2015 | DecoderMachine Translation | —Unverified | 0 |
| Building Subject-aligned Comparable Corpora and Mining it for Truly Parallel Sentence Pairs | Sep 29, 2015 | ArticlesMachine Translation | —Unverified | 0 |
| Automatic Concept Discovery from Parallel Text and Visual Corpora | Sep 24, 2015 | RetrievalSentence | —Unverified | 0 |
| Bilingual Distributed Word Representations from Document-Aligned Comparable Data | Sep 24, 2015 | Representation LearningSentence | —Unverified | 0 |
| Building a Pilot Software Quality-in-Use Benchmark Dataset | Sep 18, 2015 | SentenceSentiment Analysis | —Unverified | 0 |
| Deep Learning Applied to Image and Text Matching | Sep 14, 2015 | Deep LearningImage Retrieval | —Unverified | 0 |
| A Neural Attention Model for Abstractive Sentence Summarization | Sep 2, 2015 | Extractive Text Summarizationmodel | CodeCode Available | 0 |
| Generating Sentence Planning Variations for Story Telling | Sep 1, 2015 | SentenceText Generation | —Unverified | 0 |
